Publications
inma |
INMA publications
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2025Leblanc, O., Chu, C. S., Jacques, L., & Wiaux, Y. (2025). MROP: modulated rank-one projections for compressive radio interferometric imaging. Monthly Notices of the Royal Astronomical Society, 543(2), 1727-1747. https://doi.org/10.1093/mnras/staf1510 (Original work published 2025)
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Rocher, L., Hendrickx, J., & Montjoye, Y.-A. d. (2025). A scaling law to model the effectiveness of identification techniques. Nature Communications, 16(1). https://doi.org/10.1038/s41467-024-55296-6 (Original work published 2025)
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Zamani, M., & Glineur, F. (2025). Exact convergence rate of the last iterate in subgradient methods. SIAM Journal on Optimization, 35(3), 2182-2201. https://doi.org/10.1137/24M1717762 (Original work published 2025)
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Opsomer, L., Vandergooten, S., Tagliabue, M., Thonnard, J.-L., Lefèvre, P., & McIntyre, J. (2025). A Singular Theory of Sensorimotor Coordination: On Targeted Motions in Space. The Journal of Neuroscience, 45(8), 1-11. (Original work published 2025)
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Van Scoy, B., & Bianchin, G. (2025). Feedback Optimization of Dynamical Systems in Time-Varying Environments: An Internal Model Principle Approach. IEEE Transactions on Cognitive and Developmental Systems. Submitted. https://doi.org/10.48550/arXiv.2508.03503 (Original work published 2025)
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Mattenet, S., Van der Linden, T., & Jungers, R. (2025). The cohomology objects of a semi-abelian variety are small. Theory and Applications of Categories, 44(22), 643-663. https://doi.org/10.48550/arXiv.2411.17200 (Original work published 2025)
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Doré, S., Coutinho, J., Khan, A. Z., Lefèvre, P., & Blohm, G. (2025). Latency and amplitude of catch-up saccades to accelerating targets. Journal of Neurophysiology, 133(1), 3-13. https://doi.org/10.1152/jn.00123.2024 (Original work published 2025)
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Pinheiro, M. E., & Nunes Grapiglia, G. (2025). Universal nonmonotone line search method for nonconvex multiobjective optimization problems with convex constraints. Computational and Applied Mathematics, 44. https://doi.org/10.1007/s40314-024-03018-5 (Original work published 2025)
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Mataigne, S., Zimmermann, R., & Miolane, N. (2025). An Efficient Algorithm for the Riemannian Logarithm on the Stiefel Manifold for a Family of Riemannian Metrics. SIAM Journal on Matrix Analysis and Applications, 46(2), 879-905. https://doi.org/10.1137/24M1647801 (Original work published 2025)
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Vandergooten, S., Opsomer, L., Thonnard, J.-L., McIntyre Joseph, & Lefèvre, P. (2025). Upright posture: a singular condition stabilizing sensorimotor coordination. eNeuro. Accepted/in-press. (Original work published 2025)
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Chen, Q., Van Brandt, L., Kilchytska, V., Bestelink, E., Sporea, R. A., & Flandre, D. (2025). Low-frequency noise in polysilicon Source-Gated Thin-Film transistors. Solid-State Electronics, 109099. https://doi.org/10.1016/j.sse.2025.109099 (Original work published 2025)
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Fanuel, M., Aspeel, A., Schaub, M. T., & Delvenne, J.-C. (2025). Ellipsoidal Embeddings of Graphs. SIAM Journal on Applied Mathematics, 85(2), 413-432. https://doi.org/10.1137/24m1648363 (Original work published 2025)
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Mehrnoosh, A., Speciale, G., Brumali, R., Notarstefano, G., & Bianchin, G. (2025). ARGFree: A Randomized Gradient-Free algorithm for Aggregative Cooperative Optimization and Applications to Robotic Formation (Extended Version). IEEE Transactions on Control of Network Systems. Submitted. https://hdl.handle.net/2078.5/266842 (Original work published 2025)
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Davar, D., & Nunes Grapiglia, G. (2025). TRFD: A Derivative-Free Trust-Region Method Based on Finite Differences for Composite Nonsmooth Optimization. SIAM Journal on Optimization, 35(3), 1792-1821. https://doi.org/10.1137/24m1701587 (Original work published 2025)
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Xu, G.-H., Kolchinsky, A., Delvenne, J.-C., & Ito, S. (2025). Thermodynamic Geometric Constraint on the Spectrum of Markov Rate Matrices. Physical Review Letters, 135(25). https://doi.org/10.1103/z4t2-18cx (Original work published 2025)
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Bianchin, G., & Van Scoy, B. (2025). The Internal Model Principle of Time-Varying Optimization. IEEE Transactions on Automatic Control. Accepted/in-press. https://doi.org/10.48550/arXiv.2407.08037 (Original work published 2025)
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Absil, P.-A., & Mataigne, S. (2025). The Ultimate Upper Bound on the Injectivity Radius of the Stiefel Manifold. SIAM Journal on Matrix Analysis and Applications, 46(2), 1145-1167. https://doi.org/10.1137/24m1644808 (Original work published 2025)
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Doikov, N., & Nunes Grapiglia, G. (2025). First and Zeroth-Order Implementations of the Regularized Newton Method with Lazy Approximated Hessians. Journal of Scientific Computing, 103(1). https://doi.org/10.1007/s10915-025-02842-z (Original work published 2025)
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Mehrnoosh, A., & Bianchin, G. (2025). Two-point Random Gradient-free Methods for Model-free Feedback Optimization. IFAC World Congress. Submitted. https://hdl.handle.net/2078.5/266869 (Original work published 2025)
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Van Brandt, L., Bonnin, M., Banaszeski da Sila, M., Bolcato, P., Wirth, G. I., & Flandre, D. (2025). Modeling and Predicting Noise-Induced Failure Rates in Ultra-Low-Voltage SRAM Bitcells Affected by Process Variations. IEEE Transactions on Circuits and Systems Part 1: Regular Papers, 72(34), 989-1002. https://doi.org/10.1109/TCSI.2024.3525387 (Original work published 2025)
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Queguiner, A., & Tignol, J.-P. (2025). Witt groups of Severi-Brauer varieties and of function fields of conics. Epijournal de géométrie algébrique, 9(4), 1-27. https://doi.org/10.46298/epiga.2024.11171 (Original work published 2025)
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Delvenne, J.-C., & Van Brandt, L. (2025). Moments of Entropy Production in Dissipative Devices. Physical Review Letters, 134(23). https://doi.org/10.1103/jqsx-ycjv (Original work published 2025)
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Banse, A., Romao, L., abate, A., & Jungers, R. (2025). Data-driven memory-dependent abstractions of dynamical systems via a Cantor-Kantorovich metric. IEEE Transactions on Automatic Control, 70(12), 8092-8103. https://doi.org/10.48550/arXiv.2405.08353 (Original work published 2025)
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Vandamme, C., Otlet, V., Ronsse, R., & Crevecoeur, F. (2025). Measured and modelled transitions between self-paced walking and synchronization with rhythmic auditory cues. Journal of Neurophysiology. Accepted/in-press. https://doi.org/10.1152/jn.00134.2025 (Original work published 2025)
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Doyen, A., Lefèvre, P., & Crevecoeur, F. (2025). Interference between flexible and adaptive reaching control. eNeuro. Accepted/in-press. https://doi.org/10.1523/ENEURO.0237-25.2025 (Original work published 2025)
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Berger, G., & Jungers, R. (2025). PAC learnability of scenario decision-making algorithms: necessary conditions and sufficient conditions. IEEE Control Systems Letters, 9, 186-191. https://doi.org/10.1109/LCSYS.2025.3568760 (Original work published 2025)
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Nabou, Y., Glineur, F., & Necoara, I. (2025). Proximal gradient methods with inexact oracle of degree q for composite optimization. Optimization Letters, 19(2), 285-306. https://doi.org/10.1007/s11590-024-02118-9 (Original work published 2025)
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Mataigne, S., Absil, P.-A., & Miolane, N. (2025). Bounds on the geodesic distances on the Stiefel manifold for a family of Riemannian metrics. Linear Algebra and Its Applications, 730, 1-34. https://doi.org/10.1016/j.laa.2025.10.003 (Original work published 2026)
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Pinon, B., Jungers, R., & Delvenne, J.-C. (2025). A limitation on black-box dynamics approaches to Reinforcement Learning. Transactions on Machine Learning Research. Accepted/in-press. https://hdl.handle.net/2078.5/252340 (Original work published 2025)
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Feuillen, T., Vandendorpe, L., & Jacques, L. (2025). A Novel Multiplicative Phase Dithering Scheme for 1-bit Compressive Radar. IEEE Journal on Selected Topics in Signal Processing, 1-15. https://doi.org/10.1109/JSTSP.2025.3606387 (Original work published 2025)
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Anand, M., Jungers, R., Zamani, M., & Allgöwer, F. (2025). On the Completeness and Ordering of Path-Complete Barrier Functions. arXiv. Submitted. https://doi.org/10.48550/arXiv.2503.19561 (Original work published 2025)
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Coutinho, J. D., Huang, J., Lefèvre, P., Blohm, G., & Munoz, D. P. (2025). Main Sequence of Human Luminance-evoked Pupil Dynamics. Journal of Cognitive Neuroscience, 37(4), 840-852. https://doi.org/10.1162/jocn_a_02296 (Original work published 2025)
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Doumont, D., Kao, Anika R., Lambert, J., Wielant, F., Gerling, Gregory J., Delhaye, B., & Lefèvre, P. (2025). 3-D Reconstruction of Fingertip Deformation During Contact Initiation. Multisensory Research, 1-26. https://doi.org/10.1163/22134808-bja10168 (Original work published 2025)
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Bonnin, M., Bonani, F., Delvenne, J.-C., Van Brandt, L., & Traversa, F. (2025). Thermodynamically Consistent Noise Modeling in Non-Linear Circuits. Fluctuation and Noise Letters, 135. https://doi.org/10.1142/s021947752540019x (Original work published 2025)
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Farid, Y., & Jungers, R. (2025). Binary Combinatorial Optimization-based Path Planning and Optimal Reach Control in Piecewise Linear Neural Abstraction Domain. Neurocomputing, 669. https://doi.org/10.1016/j.neucom.2025.132504 (Original work published 2026)
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2024Si, W., Absil, P.-A., Huang, W., Jiang, R., & Vary, S. (2024). A Riemannian Proximal Newton Method. SIAM Journal on Optimization, 34(1), 654-681. https://doi.org/10.1137/23m1565097 (Original work published 2023)
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de Walque, J.-M., de Terwangne, C., Jungers, R., Pierard, S., Beauloye, C., Laarbaui, F., Dechamps, M., & Jacquet, L.-M. (2024). Potential for recovery after extremely prolonged VV-ECMO support in well-selected severe COVID-19 patients: a retrospective cohort study. BMC pulmonary medicine, 24(1), 19 [1-9]. https://doi.org/10.1186/s12890-023-02836-3 (Original work published 2024)
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Singh, S., & Jungers, R. (2024). Using Symbolic Dynamics to Compare Path-Complete Lyapunov Functions. I E E E Conference on Decision and Control. Proceedings, 5598-5603. https://hdl.handle.net/2078.5/252407 (Original work published 2024)
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Banse, A., Renganathan, V., & Jungers, R. (2024). A Cantor-Kantorovich Metric Between Markov Decision Processes with Application to Transfer Learning. arXiv preprint. Published. https://doi.org/10.48550/arXiv.2407.08324 (Original work published 2024)
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Colmant, L., Boyer, E., Gerard, T., Sleegers, K., Lhommel, R., Ivanoiu, A., Lefèvre, P., Kienlen-Campard, P., & Hanseeuw, B. (2024). Definition of a Threshold for the Plasma Aβ42/Aβ40 Ratio Measured by Single-Molecule Array to Predict the Amyloid Status of Individuals without Dementia. International journal of molecular sciences, 25(2), 1173 [1-17]. https://doi.org/10.3390/ijms25021173 (Original work published 2024)
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Blondiaux Pirson, F., Colmant, L., Lebrun, L., Hanseeuw, B., & Crevecoeur, F. (2024). Erroneous Compensation for Long-Latency Feedback Delays as Origin of Essential Tremor. The Journal of Neuroscience, 44(25), e0069242024 [1-10]. https://doi.org/10.1523/JNEUROSCI.0069-24.2024 (Original work published 2024)
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Calbert, J., Neves Egidio, L., & Jungers, R. (2024). Smart Abstraction Based on Iterative Cover and Non-Uniform Cells. IEEE Control Systems Letters, 8, 2301-2306. https://doi.org/10.1109/lcsys.2024.3409106 (Original work published 2024)
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Bianchin, G., Vaquero, M., Cortés, J., & Dall’Anese, E. (2024). k-Dimensional Agreement in Multiagent Systems. IEEE Transactions on Automatic Control, 69(12), 8978-8985. https://doi.org/10.1109/tac.2024.3431108 (Original work published 2024)
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Mei, W., Hendrickx, J., Chen, G., Bullo, F., & Dörfler, F. (2024). Convergence, Consensus, and Dissensus in the Weighted-Median Opinion Dynamics. IEEE Transactions on Automatic Control, 69(10), 6700-6714. https://doi.org/10.1109/tac.2024.3376752 (Original work published 2024)
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Duprez, G., Delhaye, B., & Delannay, L. (2024). Collagen Induces Anisotropy in Fingertip Subcutaneous Tissues During Contact. IEEE Transactions on Haptics, 17(4), 753-760. https://doi.org/10.1109/toh.2024.3406251 (Original work published 2024)
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Wang, J., Surace, J., Frérot, I., Legat, B., Renou, M.-O., Magron, V., & Acín, A. (2024). Certifying Ground-State Properties of Quantum Many-Body Systems. Physical Review X, 14(3), 31006. https://doi.org/10.1103/PhysRevX.14.031006 (Original work published 2024)
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Calbert, J., Girard, A., & Jungers, R. (2024). Classification of simulation relations for symbolic control. arXiv preprint. Published. https://doi.org/10.48550/arXiv.2410.06083 (Original work published 2024)
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Joshua Taylor, Alain Rapaport, & Dochain, D. (2024). Convex representation of metabolic networks with Michaelis-Menten kinetics. Bulletin of Mathematical Biology, 86(65). https://hdl.handle.net/2078.5/218073 (Original work published 2024)
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Cummaudo, M., Obertova, Z., Lynnerup, N., Petaros, A., de Boer, H., Baccino, E., Steyn, M., Cunha, E., Ross, A., Adalian, P., Kranioti, E., Fracasso, T., Ferreira, M. T., Lefèvre, P., Tambuzzi, S., Peckitt, R., Campobasso, C. P., Ekizoglu, O., De Angelis, D., & Cattaneo, C. (2024). Age assessment in unaccompanied minors: assessing uniformity of protocols across Europe. International journal of legal medicine, 138(3), 983-995. https://doi.org/10.1007/s00414-024-03157-8 (Original work published 2024)
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Nunes Grapiglia, G. (2024). Worst-case evaluation complexity of a derivative-free quadratic regularization method. Optimization Letters, 18(1), 195-213. https://doi.org/10.1007/s11590-023-01984-z (Original work published 2024)
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Bendokat, T., Zimmermann, R., & Absil, P.-A. (2024). A Grassmann manifold handbook: basic geometry and computational aspects. Advances in Computational Mathematics, 50(1). https://doi.org/10.1007/s10444-023-10090-8 (Original work published 2024)
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Absil, P.-A., Cojuhari, I., Fiodorov, I., & Tits, A. L. (2024). Strong versions of impulsive controllability and sampled observability. Automatica, 169, 111865. https://doi.org/10.1016/j.automatica.2024.111865 (Original work published 2024)
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Ablin, P., Vary, S., Gao, B., & Absil, P.-A. (2024). Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints. Journal of Machine Learning Research, 25(389), 1-38. https://doi.org/10.48550/arXiv.2303.16510 (Original work published 2023)
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Dopico, F. M., Marcaida, S., Quintana, M. C., & Van Dooren, P. (2024). Linearizations of matrix polynomials viewed as Rosenbrock’s system matrices. Linear Algebra and Its Applications, 693, 116-139. https://doi.org/10.1016/j.laa.2023.05.010 (Original work published 2024)
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Samari, B., Rossa, M. D., Lavaei, A., Soudjani, S., & Jungers, R. (2024). Multiplicative Barrier Certificates for Probabilistic Safety of Markov Jump Systems. IFAC-PapersOnLine, 58(11), 63-68. https://doi.org/10.1016/j.ifacol.2024.07.426 (Original work published 2024)
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Delhaye, B., Schiltz, F., Crevecoeur, F., Thonnard, J.-L., & Lefèvre, P. (2024). Fast grip force adaptation to friction relies on localized fingerpad strains. Science advances, 10(3), 1-11. https://doi.org/10.1126/sciadv.adh9344 (Original work published 2024)
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Hoffmann, A., & Crevecoeur, F. (2024). Dissociable Effects of Urgency and Evidence Accumulation during Reaching Revealed by Dynamic Multisensory Integration. eNeuro, 11(12), ENEURO. https://doi.org/10.1523/eneuro.0262-24.2024 (Original work published 2024)
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Kalidindi, H. T., & Crevecoeur, F. (2024). Task-dependent coarticulation of movement sequences. eLife, 13. https://doi.org/10.7554/elife.96854.3 (Original work published 2024)
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Monnoyer de Galland de Carnières, C., Vizuete Haro, R. S., Hendrickx, J., Panteley, E., & Frasca, P. (2024). Random Coordinate Descent for Resource Allocation in Open Multiagent Systems. IEEE Transactions on Automatic Control, 69(11), 7600-7613. https://doi.org/10.1109/tac.2024.3394349 (Original work published 2024)
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Corniani, G., Lee, Z. S., Carré, M. J., Lewis, R., Delhaye, B., & Saal, H. (2024). Sub-surface deformation of individual fingerprint ridges during tactile interactions. eLife. Published. https://doi.org/10.7554/eLife.93554.1 (Original work published 2024)
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Goujaud, B., Moucer, C., Glineur, F., Hendrickx, J., Taylor, A. B., & Dieuleveut, A. (2024). PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python. Mathematical Programming Computation, 16(3), 337-367. https://doi.org/10.1007/s12532-024-00259-7 (Original work published 2024)
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Becher, K.-J., Grenier-Boley, N., & Tignol, J.-P. (2024). The discriminant Pfister form of an algebra with involution of capacity four. Israel Journal of Mathematics, 264(1), 235-280. https://doi.org/10.1007/s11856-024-2647-4 (Original work published 2024)
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Calbert, J., Banse, A., legat benoit, & Jungers, R. (2024). Dionysos.jl: a Modular Platform for Smart Symbolic Control. JuliaCon Proceedings, 6(66), 160. https://doi.org/10.21105/jcon.00160 (Original work published 2024)
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Berger, G., & Sankaranarayanan, S. (2024). Template-based piecewise affine regression. Research Directions: Cyber-Physical Systems, 2(5), 1-13. https://doi.org/10.1017/cbp.2024.3 (Original work published 2024)
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Zamani, M., Glineur, F., & Hendrickx, J. (2024). On the Set of Possible Minimizers of a Sum of Convex Functions. IEEE Control Systems Letters, 8, 1871-1876. https://doi.org/10.1109/lcsys.2024.3414378 (Original work published 2024)
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Calbert, J., & et al. (2024). Smart abstraction based on iterative cover and non-uniform cells. IEEE Control Systems Letters. Accepted/in-press. https://doi.org/10.1109/LCSYS.2024.3409106 (Original work published 2024)
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Córdova Bulens, D., du Bois de Dunilac, S., Delhaye, B., Lefèvre, P., & Redmond, S. J. (2024). Open-source instrumented object to study dexterous object manipulation. eNeuro, 11(1), ENEURO. https://doi.org/10.1101/2023.10.20.563288 (Original work published 2024)
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Bianchin, G., & Pasqualetti, F. (2024). Navigation Systems May Deteriorate Stability in Traffic Networks. IEEE Open Journal of Control Systems, 3, 239-252. https://doi.org/10.1109/ojcsys.2024.3397270 (Original work published 2024)
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Bianchin, G., Vaquero, M., Cortés, J., & Dall’Anese, E. (2024). Online Stochastic Optimization for Unknown Linear Systems: Data-Driven Controller Synthesis and Analysis. IEEE Transactions on Automatic Control, 69(7), 4411-4426. https://doi.org/10.1109/tac.2023.3323581 (Original work published 2024)
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Berkhout, J., Heidergott, B., & Van Dooren, P. (2024). Perturbation and Inverse Problems of Stochastic Matrices. SIAM Journal on Matrix Analysis and Applications, 45(1), 553-584. https://doi.org/10.1137/22m1489162 (Original work published 2024)
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Tignol, J.-P. (2024). Invariants de Witt des involutions de bas degré en caractéristique 2. Comptes Rendus Mathématiques / Académie des Sciences, 362(1), 1261-1271. https://doi.org/10.5802/crmath.640 (Original work published 2024)
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Van Dessel, G., & Glineur, F. (2024). Optimal inexactness schedules for tunable oracle-based methods. Optimization Methods and Software, 39(3), 664-698. https://doi.org/10.1080/10556788.2023.2296982 (Original work published 2024)
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Leblanc, O., Hofer, M., Sivankutty, S., Rigneault, H., & Jacques, L. (2024). Interferometric Lensless Imaging: Rank-One Projections of Image Frequencies With Speckle Illuminations. IEEE Transactions on Computational Imaging, 10, 208-222. https://doi.org/10.1109/tci.2024.3359178 (Original work published 2024)
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Benner, P., Goyal, P., & Van Dooren, P. (2024). Parameterized Interpolation of Passive Systems. SIAM Journal on Matrix Analysis and Applications, 45(2), 1035-1053. https://doi.org/10.1137/23m1580528 (Original work published 2024)
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Bousselmi, N., Hendrickx, J., & Glineur, F. (2024). Interpolation Conditions for Linear Operators and Applications to Performance Estimation Problems. SIAM Journal on Optimization, 34(3), 3033-3063. https://doi.org/10.1137/23m1575391 (Original work published 2024)
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Brudermüller, L., Berger, G., Jankowski, J., Bhattacharyya, R., Jungers, R., & Hawes, N. (2024). CC-VPSTO: Chance-Constrained Via-Point-based Stochastic Trajectory Optimisation for Safe and Efficient Online Robot Motion Planning. arXiv preprint. Published. https://doi.org/10.48550/arXiv.2402.01370 (Original work published 2024)
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Wang, Z., Berger, G., & Jungers, R. (2024). Data-driven control of unknown switched linear systems using scenario optimization. IEEE Transactions on Automatic Control, 69(11), 7310-7325. https://doi.org/10.1109/TAC.2024.3382610 (Original work published 2024)
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Daglayan Sevim, H., Vary, S., Absil, O., Cantalloube, F., Christiaens, V., Gillis, N., Jacques, L., Leplat, V., & Absil, P.-A. (2024). An alternating minimization algorithm with trajectory for direct exoplanet detection : The AMAT algorithm. Astronomy & Astrophysics, 692, A126. https://doi.org/10.1051/0004-6361/202451242 (Original work published 2024)
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AliAbbasi, E., Muzammil, M., Sirin, O., Lefèvre, P., Martinsen, Ø. G., & Basdogan, C. (2024). Effect of Finger Moisture on Tactile Perception of Electroadhesion. IEEE Transactions on Haptics, 17(4), 841-849. https://doi.org/10.1109/toh.2024.3441670 (Original work published 2024)
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Vuille, A., Berger, G., & Jungers, R. (2024). Data-driven stability analysis of switched linear systems using adaptive sampling. IFAC-PapersOnLine, 58(11), 31-36. https://doi.org/10.1016/j.ifacol.2024.07.421 (Original work published 2024)
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Van Brandt, L., & Delvenne, J.-C. (2024). Predicting State Transitions in Autonomous Nonlinear Bistable Systems With Hidden Stochasticity. IEEE Control Systems Letters, 8, 850-855. https://doi.org/10.1109/lcsys.2024.3401586 (Original work published 2024)
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Delvenne, J.-C., & Falasco, G. (2024). Thermokinetic relations. Physical Review E, 109(1). https://doi.org/10.1103/physreve.109.014109 (Original work published 2024)
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Ren, W., Jungers, R., & Dimarogonas, D. V. (2024). Zonotope-based Symbolic Controller Synthesis for Linear Temporal Logic Specifications. IEEE Transactions on Automatic Control, 1-16. https://doi.org/10.1109/tac.2024.3394313 (Original work published 2024)
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2023Della Rossa, M., Egidio, L. N., & Jungers, R. (2023). Stability of Switched Affine Systems: Arbitrary and Dwell-Time Switching. SIAM Journal on Control and Optimization, 61(4), 2165-2192. https://doi.org/10.1137/22m1482226 (Original work published 2023)
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Pinto, S. c., Welikala, S., Andersson, S. B., Hendrickx, J., & Cassandras, C. G. (2023). Minimax Persistent Monitoring of a Network System. Automatica, 149, 110808. https://doi.org/10.48550/arXiv.2201.06607 (Original work published 2022)
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Colla, S., & Hendrickx, J. (2023). Automatic Performance Estimation for Decentralized Optimization. IEEE Transactions on Automatic Control. Accepted/in-press. https://hdl.handle.net/2078.5/254829 (Original work published 2023)
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Perotti, E., Ospina, A. M., Bianchin, G., Simonetto, A., & Dall’Anese, E. (2023). Renewable-based charging in green ride-sharing. Scientific Reports, 13(1), 13. https://doi.org/10.1038/s41598-023-42042-z (Original work published 2023)
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Nesterov, Y. (2023). Inexact accelerated high-order proximal-point methods. Mathematical Programming, 197(1), 1-26. https://doi.org/10.1007/s10107-021-01727-x (Original work published 2023)
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Doikov, N., & Nesterov, Y. (2023). Affine-invariant contracting-point methods for Convex Optimization. Mathematical Programming, 198(1), 115-137. https://doi.org/10.1007/s10107-021-01761-9 (Original work published 2023)
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Hautecoeur, C., De Lathauwer, L., Gillis, N., & Glineur, F. (2023). Least-Squares Methods for Nonnegative Matrix Factorization Over Rational Functions. IEEE Transactions on Signal Processing, 71, 1712-1724. https://doi.org/10.1109/tsp.2023.3260560 (Original work published 2023)
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Noferini, V., & Van Dooren, P. (2023). On computing root polynomials and minimal bases of matrix pencils. Linear Algebra and Its Applications, 658, 86-115. https://doi.org/10.1016/j.laa.2022.10.025 (Original work published 2023)
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Ewan Philippe, Robert David, Dochain, D., & Jean-Roch Mouret. (2023). Introducing Organoleptic Components into Wine Fermentation Modelling : Preliminary Results. IFAC-PapersOnLine, 56(2), 6206-6210. https://doi.org/10.1016/j.ifacol.2023.10.740 (Original work published 2023)
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Anton Pyrkin, Alexey Bobstov, Romeo Ortega, Jose Guadalupe Romero, & Dochain, D. (2023). A Globally Convergent Estimator of the Parameters of the Classical Model of a Continuous Stirred Tank Reactor. Journal of Process Control, 132, 103129. https://hdl.handle.net/2078.5/218077 (Original work published 2023)
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Leplat, V., Nesterov, Y., Gillis, N., & Glineur, F. (2023). Conic optimization-based algorithms for nonnegative matrix factorization. Optimization Methods and Software, 38(4), 837-859. https://doi.org/10.1080/10556788.2023.2189714 (Original work published 2023)
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Doikov, N., & Nesterov, Y. (2023). Gradient regularization of Newton method with Bregman distances. Mathematical Programming. Accepted/in-press. https://doi.org/10.1007/s10107-023-01943-7 (Original work published 2023)
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Xiaoyu Zhang, Zhou Fang, Chuanhou Gao, & Dochain, D. (2023). On the relation between omega-limit set and boundaries of mass-action chemical reaction networks. Automatica (Online), 149(110828), 1-8. https://hdl.handle.net/2078.5/102118 (Original work published 2023)
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Olikier, G., & Absil, P.-A. (2023). An Apocalypse-Free First-Order Low-Rank Optimization Algorithm with at Most One Rank Reduction Attempt per Iteration. SIAM Journal on Matrix Analysis and Applications, 44(3), 1421-1435. https://doi.org/10.1137/22m1518256 (Original work published 2023)
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Nunes Grapiglia, G. (2023). Worst-case evaluation complexity of a quadratic penalty method for nonconvex optimization. Optimization Methods and Software, 38(4), 781-803. https://doi.org/10.1080/10556788.2023.2189711 (Original work published 2023)
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Nunes Grapiglia, G., & Stella, G. F. D. (2023). An Adaptive Riemannian Gradient Method Without Function Evaluations. Journal of Optimization Theory and Applications, 197(3), 1140-1160. https://doi.org/10.1007/s10957-023-02227-y (Original work published 2023)
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Nunes Grapiglia, G., Nunes Grapiglia, G., Santos, E. M., & Souza, J. C. (2023). A subgradient method with non-monotone line search. Computational Optimization and Applications : an international journal, 84, 397-420. https://doi.org/10.1007/s10589-022-00438-z (Original work published 2023)
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Hendrickx, J., & Gerencsér, B. (2023). Trajectory convergence from coordinate-wise decrease of general energy functions. Automatica, 154, 111099. https://doi.org/10.1016/j.automatica.2023.111099 (Original work published 2023)
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Ceulemans, A.-E., Glineur, F., Fisette, P., Beghin, P., & Thys, I. (2023). Baroque Violas with Reduced Soundboxes: An Evaluation Method. The Galpin Society Journal : for the study of musical instruments, LXXVI, 109-126. (Original work published 2023)
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Van Brandt, L., & Delvenne, J.-C. (2023). Noise–dissipation relation for nonlinear electronic circuits. Applied Physics Letters, 122(26). https://doi.org/10.1063/5.0152883 (Original work published 2023)
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Vlahakis, E., Jungers, R., Athanasopoulos, N., & McLoone, S. (2023). AIMD-inspired switching control of computing networks. IEEE Transactions on Control of Network Systems, 1-12. https://doi.org/10.1109/tcns.2023.3298202 (Original work published 2023)
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Nayak, S. P., Neves Egidio, L., Della Rossa, M., Schmuck, A.-K., & Jungers, R. (2023). Context-Triggered Abstraction-Based Control Design. IEEE Open Journal of Control Systems, 2, 277-296. https://doi.org/10.1109/ojcsys.2023.3305835 (Original work published 2023)
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De Comite, A., Lefèvre, P., & Crevecoeur, F. (2023). Continuous evaluation of cost-to-go for flexible reaching control and online decisions. PLoS Computational Biology, 19(9), e1011493. https://doi.org/10.1371/journal.pcbi.1011493 (Original work published 2023)
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Arnaud Coutu, Dochain, D., Stéphane Mottelet, L. André, M. Mercier-Huat, André Pauss, & Thierry Ribeiro. (2023). Dynamical model development and parameter identification for solid-state anaerobic digestion of shellfish products: Application to Mytilus edulis. Bioresource Technology, 101458. https://hdl.handle.net/2078.5/218092 (Original work published 2023)
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Mattenet, S., & Jungers, R. (2023). A categorical view on the converse Lyapunov theorem. arXiv preprint. Published. https://doi.org/10.48550/arXiv.2306.00509 (Original work published 2023)
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Blondiaux Pirson, F., Lebrun, L., Hanseeuw, B., & Crevecoeur, F. (2023). Impairments of saccadic and reaching adaptation in Essential Tremor are linked to movement execution. Journal of Neurophysiology, 130(5), 1092-1102. https://doi.org/10.1152/jn.00165.2023 (Original work published 2023)
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Córdova Bulens, D., Cluff, T., Blondeau, L., Moore, R. T., Lefèvre, P., & Crevecoeur, F. (2023). Different Control Strategies Drive Interlimb Differences in Performance and Adaptation during Reaching Movements in Novel Dynamics. eNeuro, 10(4), ENEURO. https://doi.org/10.1523/eneuro.0275-22.2023 (Original work published 2023)
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Kirkove, M., Zhao, Y., Leblanc, O., Jacques, L., & Georges, M. (2023). ADMM-inspired image reconstruction for terahertz off-axis digital holography. Journal of the Optical Society of America A, 41(3), A1. https://doi.org/10.1364/josaa.504126 (Original work published 2023)
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Della Rossa, M., Alves Lima, T., Jungers, M., & Jungers, R. (2023). Graph-Based Conditions for Feedback Stabilization of Switched and LPV Systems. arXiv. Submitted. https://doi.org/10.48550/arXiv.2306.11548 (Original work published 2023)
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Avram, F., Adenane, R., Basnarkov, L., Bianchin, G., Goreac, D., & Halanay, A. (2023). An Age of Infection Kernel, an R Formula, and Further Results for Arino–Brauer A, B Matrix Epidemic Models with Varying Populations, Waning Immunity, and Disease and Vaccination Fatalities. Mathematics, 11(6), 1307. https://doi.org/10.3390/math11061307 (Original work published 2023)
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Rodomanov, A., & Nesterov, Y. (2023). Subgradient ellipsoid method for nonsmooth convex problems. Mathematical Programming, 199, 305-341. https://doi.org/10.1007/s10107-022-01833-4 (Original work published 2023)
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Otlet, V., Vandamme, C., Warlop, T., Crevecoeur, F., & Ronsse, R. (2023). Effects of overground gait training assisted by a wearable exoskeleton in patients with Parkinson’s disease. Journal of NeuroEngineering and Rehabilitation, 20, 156. https://doi.org/10.1186/s12984-023-01280-y (Original work published 2023)
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Banse, A., Wang, Z., & Jungers, R. (2023). Learning stability guarantees for constrained switching linear systems from noisy observations. Nonlinear Analysis: Hybrid Systems. Submitted. https://hdl.handle.net/2078.5/252052 (Original work published 2023)
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Colmant, L., Bierbrauer, A., Bellaali, Y., Kunz, L., Van Dongen, J., Sleegers, K., Axmacher, N., Lefèvre, P., Hanseeuw, B., & et al. (2023). Dissociating effects of aging and genetic risk of sporadic Alzheimer’s disease on path integration. Neurobiology of Aging, 131, 170-181. https://doi.org/10.1016/j.neurobiolaging.2023.07.025 (Original work published 2023)
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Legat, B., Yuan, C., & Parrilo, P. (2023). Low-Rank Univariate Sum of Squares Has No Spurious Local Minima. SIAM Journal on Optimization, 23(3), 2041-2061. https://doi.org/10.1137/22M1516208 (Original work published 2023)
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Banaï, M., Ducarme, D., Oestges, C., Ramseier, A., Raucent, B., & Wertz, V. (2023). L’évaluation comme dispositif collaboratif au service de l’apprentissage. Les Annales de QPES, 2(1). https://doi.org/10.14428/qpes.v2i1 (Original work published 2023)
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Banse, A., Romao, L., Abate, A., & Jungers, R. (2023). Data-driven abstractions via adaptive refinements and a Kantorovich metric [extended version]. arXiv. Submitted. https://doi.org/10.48550/arxiv.2303.17618 (Original work published 2023)
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Martin Guay, & Dochain, D. (2023). Drift estimation by timescale transformation. IFAC Proceedings, 56(1), 282-287. https://hdl.handle.net/2078.5/217970 (Original work published 2023)
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Besançon, M., Dias Garcia, J., Legat, B., & Sharma, A. (2023). Flexible Differentiable Optimization via Model Transformations. INFORMS Journal on Computing, 36(2), 305-704. https://doi.org/10.1287/ijoc.2022.0283 (Original work published 2023)
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Kalidindi, H. T., & Crevecoeur, F. (2023). Human reaching control in dynamic environments. Current Opinion in Neurobiology, 83, 102810. https://doi.org/10.1016/j.conb.2023.102810 (Original work published 2023)
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Wang, Z., Jungers, R., & Ong, C. J. (2023). Computation of invariant sets via immersion for discrete-time nonlinear systems. Automatica, 147, 110686. https://doi.org/10.1016/j.automatica.2022.110686 (Original work published 2023)
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Vermeylen, C., Olikier, G., Absil, P.-A., & Van Barel, M. (2023). Rank Estimation for Third-Order Tensor Completion in the Tensor-Train Format. Proceedings of the 31st European Signal Processing Conference (EUSIPCO 2023, 965-969. https://doi.org/10.48550/arXiv.2309.15170 (Original work published 2023)
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X. Zhang, Chuanhou Gao, & Dochain, D. (2023). On persistence of some WI-endotactic chemical reaction networks. IEEE Transactions on Automatic Control, 99, 1-15. https://hdl.handle.net/2078.5/218084 (Original work published 2023)
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Van Brandt, L., Silveira, F., Delvenne, J.-C., & Flandre, D. (2023). On noise-induced transient bit flips in subthreshold SRAM. Solid-State Electronics, 208, 108715. https://doi.org/10.1016/j.sse.2023.108715 (Original work published 2023)
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Dopico, F. M., Quintana, M. C., & Van Dooren, P. (2023). Structural backward stability in rational eigenvalue problems solved via block Kronecker linearizations. Calcolo : a quarterly on numerical analysis and theory of computation, 60(1). https://doi.org/10.1007/s10092-022-00502-4 (Original work published 2023)
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Nesterov, Y. (2023). Set-Limited Functions and Polynomial-Time Interior-Point Methods. Journal of Optimization Theory and Applications. Accepted/in-press. https://doi.org/10.1007/s10957-023-02163-x (Original work published 2023)
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Hamaide, V., Souris, K., Dasnoy-Sumell, D., Glineur, F., & Macq, B. (2023). Real‐time image‐guided treatment of mobile tumors in proton therapy by a library of treatment plans: a simulation study. Medical Physics, 50(1), 465-479. https://doi.org/10.1002/mp.16084 (Original work published 2023)
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Hoffmann, A., & Crevecoeur, F. (2023). Task Instructions and the Need for Feedback Correction Influence the Contribution of Visual Errors to Reach Adaptation. eNeuro, 10(9), ENEURO. https://doi.org/10.1523/eneuro.0068-23.2023 (Original work published 2023)
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Masure, L., Cassiers, G., Hendrickx, J., & Standaert, F.-X. (2023). Information Bounds and Convergence Rates for Side-Channel Security Evaluators. IACR Transactions on Cryptographic Hardware and Embedded Systems, 2023(3), 522-569. https://doi.org/10.46586/tches.v2023.i3.522-569 (Original work published 2023)
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Tachella, J., & Jacques, L. (2023). Learning to Reconstruct Signals From Binary Measurements. Transactions on Machine Learning Research, 1400, 1-25. https://doi.org/10.48550/arXiv.2303.08691 (Original work published 2023)
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Wang, Z., Jungers, R., Petreczky, M., Chen, B., & Yu, L. (2023). Learning stability of partially observed switched linear systems. https://arxiv.org. Submitted. https://doi.org/10.48550/arXiv.2301.08046 (Original work published 2023)
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Barry, D., & Tignol, J.-P. (2023). Trialitarian triples. Documenta Mathematica, 28(28), 939-1026. https://doi.org/10.4171/DM/926 (Original work published 2023)
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Della Rossa, M., & Jungers, R. (2023). Multiple Lyapunov Functions and Memory: A Symbolic Dynamics Approach to Systems and Control. arXiv. Submitted. https://doi.org/10.48550/arXiv.2307.13543 (Original work published 2023)
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Della Rossa, M., & Jungers, R. (2023). Interpretability of Path-Complete Techniques and Memory-based Lyapunov functions. IEEE Control Systems Letters, 7, 781-786. https://doi.org/10.1109/LCSYS.2022.3226627 (Original work published 2023)
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Vandamme, C., Otlet, V., Ronsse, R., & Crevecoeur, F. (2023). Model of Gait Control in Parkinson’s Disease and Prediction of Robotic Assistance. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31(1), 1374-1383. https://doi.org/10.1109/tnsre.2023.3245286 (Original work published 2023)
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Wang, Z., & Jungers, R. (2023). On Objective Function Value Performance of the Scenario Approach Under Regularity Conditions. IEEE Transactions on Automatic Control, 1-15. https://doi.org/10.1109/tac.2023.3315691 (Original work published 2023)
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Hastir, A., Winkin, J., & Dochain, D. (2023). Adaptive output error feedback for a class of nonlinear infinite-dimensional systems. Automatica, 152, 110964. https://hdl.handle.net/2078.5/217963 (Original work published 2021)
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Houssiau, F., Liénart, T., Hendrickx, J., & de Montjoye, Y.-A. (2023). Web Privacy: A Formal Adversarial Model for Query Obfuscation. IEEE Transactions on Information Forensics and Security, 18, 2132-2143. https://doi.org/10.1109/tifs.2023.3262123 (Original work published 2023)
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Mélard, N., Grard, A., Delvenne, J.-C., Mercken, L., Perelman, J., Kunst, A. E., & Lorant, V. (2023). The Diffusion of Smoking: Association Between School Tobacco Policies and the Diffusion of Adolescent Smoking in 38 Schools in 6 Countries. Prevention Science, 13p. https://doi.org/10.1007/s11121-022-01486-x (Original work published 2023)
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Lubin, M., Dowson, O., Dias Garcia, J., Huchette, J., Legat, B., & Vielma, J. P. (2023). JuMP 1.0: recent improvements to a modeling language for mathematical optimization. Mathematical Programming Computation, 15, 581-589. https://doi.org/10.1007/s12532-023-00239-3 (Original work published 2023)
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Beghin, P., Ceulemans, A.-E., Fisette, P., & Glineur, F. (2023). Validation of a photogrammetric approach for the objective study of early bowed instruments. Heritage Science. Published. https://doi.org/10.1186/s40494-023-00979-4 (Original work published 2023)
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Berger, G., & Sankaranarayanan, S. (2023). Counterexample-guided computation of polyhedral Lyapunov functions for piecewise linear systems. Automatica, 155(111165), 1-10. https://doi.org/10.1016/j.automatica.2023.111165 (Original work published 2023)
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du Bois de Dunilac, S., Córdova Bulens, D., Lefèvre, P., Redmond, S. J., & Delhaye, B. (2023). Biomechanics of the finger pad in response to torsion. Journal of the Royal Society Interface, 20(201), 20220809. https://doi.org/10.1098/rsif.2022.0809 (Original work published 2023)
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Benner, P., & Van Dooren, P. (2023). Periodic two-dimensional descriptor systems. The Electronic Journal of Linear Algebra, 39, 472-490. https://doi.org/10.13001/ela.2023.7989 (Original work published 2023)
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Z. Fang, Chuanhou Gao, & Dochain, D. (2023). Stochastic Weak Passivity for Weakly Stabilizing Stochastic Systems with non-vanishing noise. Systems & Control Letters, 180, 105606. https://hdl.handle.net/2078.5/218079 (Original work published 2023)
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Opsomer, L., Delhaye, B., Théate, V., Thonnard, J.-L., & Lefèvre, P. (2023). A haptic illusion created by gravity. iScience, 26(7), 107246 [1-16]. https://doi.org/10.1016/j.isci.2023.107246 (Original work published 2023)
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Nunes Grapiglia, G. (2023). Quadratic regularization methods with finite-difference gradient approximations. Computational Optimization and Applications : an international journal, 85, 683-703. https://doi.org/10.1007/s10589-022-00373-z (Original work published 2022)
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2022Kasuga, S., Crevecoeur, F., Cross, K. P., Balalaie, P., & Scott, S. H. (2022). Integration of proprioceptive and visual feedback during online control of reaching. Journal of Neurophysiology, 127(2), 354-372. https://doi.org/10.1152/jn.00639.2020 (Original work published 2022)
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Pinon, B., Jungers, R., & Delvenne, J.-C. (2022). PAC-learning gains of Turing machines over circuits and neural networks. Physica D: Nonlinear Phenomena. Accepted/in-press. https://hdl.handle.net/2078.5/268848 (Original work published 2022)
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Gosselin, B., Retout, M., Dutour, R., Troian-Gautier, L., Bevernaegie, R., Herens, S., Lefèvre, P., Denis, O., Bruylants, G., & Jabin, I. (2022). Ultrastable Silver Nanoparticles for Rapid Serology Detection of Anti-SARS-CoV-2 Immunoglobulins G. Analytical Chemistry, 94(20), 7383-7390. https://doi.org/10.1021/acs.analchem.2c00870 (Original work published 2022)
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Ngoc Ha Hoang, & Dochain, D. (2022). Lifting the non-isothermal CSTR dynamics to the complete Thermodynamic Phase Space. IFAC Proceedings, 55(18), 1-6. https://hdl.handle.net/2078.5/164174 (Original work published 2022)
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Olikier, G., & Absil, P.-A. (2022). On the Continuity of the Tangent Cone to the Determinantal Variety. Set-Valued and Variational Analysis : theory and applications, 30, 769-788. https://doi.org/10.1007/s11228-022-00629-0 (Original work published 2022)
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Mei, W., Bullo, F., Chen, G., Hendrickx, J., & Dörfler, F. (2022). Micro-foundation of opinion dynamics: Rich consequences of the weighted-median mechanism. Physical Review Research, 4(2). https://doi.org/10.1103/physrevresearch.4.023213 (Original work published 2022)
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De Comite, A., Crevecoeur, F., & Lefèvre, P. (2022). Continuous Tracking of Task Parameters Tunes Reaching Control Online. eNeuro, 9(4), ENEURO. https://doi.org/10.1523/eneuro.0055-22.2022 (Original work published 2022)
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El Khoury, G., Barbier, O., Vanderlinden, A., & Libouton, X. (2022). La rhizarthrose : que proposer au patient pour une douleur de la base du pouce ? Louvain médical, 141(6), 320-324. https://hdl.handle.net/2078.5/164537 (Original work published 2022)
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Joshua Taylor, Alain Rapaort, & Denis Dochain. (2022). Convex optimization of bioprocesses. IEEE Transactions on Automatic Control, 67(9), 4932-4938. https://doi.org/10.1109/TAC.2022.3167310 (Original work published 2022)
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Alain Rapaport, Robert David, Dochain, D., Jétôme Harmand, & Thibaut Nidelet. (2022). Consideration of maintenance in wine fermentation modelling. Foods, Special Issue on Dynamic Modelling and Simulation of Food Systems. Food Trades Directory and Food Buyer’s Yearbook, 11(1682), 1-18. https://hdl.handle.net/2078.5/102109 (Original work published 2022)
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Fanuel, M., Aspeel, A., Delvenne, J.-C., & Suykens, J. A. K. (2022). Positive Semi-definite Embedding for Dimensionality Reduction and Out-of-Sample Extensions. SIAM Journal on Mathematics of Data Science, 4(1), 153-178. https://doi.org/10.1137/20M1370653 (Original work published 2022)
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Debauche, V., Della Rossa, M., & Jungers, R. (2022). Comparison of Path-Complete Lyapunov Functions via Template-Dependent Lifts. Nonlinear Analysis: Hybrid Systems. Published. https://hdl.handle.net/2078.5/252145 (Original work published 2022)
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Yafei Lu, Chuanhou Gao, & Denis Dochain. (2022). Noise-to-state exponentially stabilizing (state, input)-disturbed CSTRs with non-vanishing noise. Automatica (Online). Accepted/in-press. https://hdl.handle.net/2078.5/107896 (Original work published 2022)
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Rodomanov, A., & Nesterov, Y. (2022). Rates of superlinear convergence for classical quasi-Newton methods. Mathematical Programming, 194(1-2), 159-190. https://doi.org/10.1007/s10107-021-01622-5 (Original work published 2022)
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Monnoyer De Galland De Carnières, C., & Hendrickx, J. (2022). Fundamental Performance Limitations for Average Consensus in Open Multi-Agent Systems. IEEE Transactions on Automatic Control. Accepted/in-press. https://hdl.handle.net/2078.5/254713 (Original work published 2022)
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Nyéki, A., Daroczy, B. Z., Kerepesi, C., Neményi, M., & Kovács, A. J. (2022). Spatial Variability of Soil Properties and Its Effect on Maize Yields within Field—A Case Study in Hungary. Agronomy, 12(2), 395. https://doi.org/10.3390/agronomy12020395 (Original work published 2022)
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Bianchin, G., Dall’Anese, E., Poveda, J. I., Jacobson, D., Carlton, E. J., & Buchwald, A. G. (2022). Novel use of online optimization in a mathematical model of COVID-19 to guide the relaxation of pandemic mitigation measures. Scientific Reports, 12(1). https://doi.org/10.1038/s41598-022-08389-5 (Original work published 2022)
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Schellekens, V., & Jacques, L. (2022). Asymmetric Compressive Learning Guarantees With Applications to Quantized Sketches. IEEE Transactions on Signal Processing, 70(1), 1348-1360. https://doi.org/10.1109/tsp.2022.3157486 (Original work published 2022)
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Németh, Á., Daroczy, B. Z., Juhász, L., Fülöp, P., Harangi, M., & Paragh, G. (2022). Assessment of Associations Between Serum Lipoprotein (a) Levels and Atherosclerotic Vascular Diseases in Hungarian Patients With Familial Hypercholesterolemia Using Data Mining and Machine Learning. Frontiers in Genetics, 13. https://doi.org/10.3389/fgene.2022.849197 (Original work published 2022)
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Aspeel, A., Amaury Gouverneur, Jungers, R., & Macq, B. (2022). Optimal Intermittent Particle Filter. IEEE Transactions on Signal Processing, 70(1), 2814-2825. https://doi.org/10.1109/TSP.2022.3179877 (Original work published 2022)
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Daroczy, B. Z. (2022). Gaussian Perturbations in ReLU Networks and the Arrangement of Activation Regions. Mathematics, 10(7), 1123. https://doi.org/10.3390/math10071123 (Original work published 2022)
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Berger, G., & Wang, Z. (2022). Comments on ``Data driven stability analysis of black-box switched linear systems″. Automatica, 142(110412), 1-2. https://doi.org/10.1016/j.automatica.2022.110412 (Original work published 2022)
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Martin Guay, & Denis Dochain. (2022). Comment on “A proportional-integral extremum seeking controller design technique” (Automatica 77 (2017). Automatica (Online), 135, 109944. https://hdl.handle.net/2078.5/107890 (Original work published 2022)
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Altafini, C., Como, G., Hendrickx, J., Olshevsky, A., & Tahbaz-Salehi, A. (2022). Guest Editorial Special Issue on Dynamics and Behaviors in Social Networks. IEEE Transactions on Control of Network Systems, 9(3), 1053-1055. https://doi.org/10.1109/tcns.2022.3198831 (Original work published 2022)
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Joshua Taylor, Alain Rapaport, & Dochain, D. (2022). A sequential convex moving horizon estimator for bioprocesses. Journal of Process Control, 116, 19-24. https://hdl.handle.net/2078.5/102111 (Original work published 2022)
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Berger, G., & Jungers, R. (2022). Worst-case topological entropy and minimal data rate for state estimation of switched linear systems. Communications of the ACM, 65(2), 111-118. https://doi.org/10.1145/3505269 (Original work published 2022)
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Dopico, F. M., Quintana, M. C., & Van Dooren, P. (2022). Strongly Minimal Self-Conjugate Linearizations for Polynomial and Rational Matrices. SIAM Journal on Matrix Analysis and Applications, 43(3), 1354-1381. https://doi.org/10.1137/21m1453542 (Original work published 2022)
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Bovet, A., Delvenne, J.-C., & Lambiotte, R. (2022). Flow stability for dynamic community detection. Science advances, 8(19). https://doi.org/10.1126/sciadv.abj3063 (Original work published 2022)
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Barbarino, G., Noferini, V., & Van Dooren, P. (2022). Role extraction for digraphs via neighborhood pattern similarity. Physical Review E, 106(5). https://doi.org/10.1103/physreve.106.054301 (Original work published 2022)
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Galarza-Jimenez, F., Bianchin, G., Poveda, J. I., & Dall’Anese, E. (2022). Online optimization of LTI systems under persistent attacks: Stability, tracking, and robustness. Nonlinear Analysis: Hybrid Systems, 44, 101152. https://doi.org/10.1016/j.nahs.2022.101152 (Original work published 2022)
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Laudadio, T., Mastronardi, N., & Van Dooren, P. (2022). Computing Gaussian quadrature rules with high relative accuracy. Numerical Algorithms, 92(1), 767-793. https://doi.org/10.1007/s11075-022-01297-9 (Original work published 2022)
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Riehl, J., Hufstedler, E., Chatelain, P., & Hendrickx, J. (2022). String stability of energy-saving aircraft formations. Journal of Guidance, Control, and Dynamics : devoted to the technology of dynamics and control, 45(5), 935-943. https://hdl.handle.net/2078.5/106626 (Original work published 2022)
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Avram, F., Adenane, R., Bianchin, G., & Halanay, A. (2022). Stability Analysis of an Eight Parameter SIR-Type Model Including Loss of Immunity, and Disease and Vaccination Fatalities. Mathematics, 10(3), 402. https://doi.org/10.3390/math10030402 (Original work published 2022)
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Falasco, G., Esposito, M., & Delvenne, J.-C. (2022). Beyond thermodynamic uncertainty relations: nonlinear response, error-dissipation trade-offs, and speed limits. Journal of Physics A: Mathematical and Theoretical, 55(12), 124002. https://doi.org/10.1088/1751-8121/ac52e2 (Original work published 2022)
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Lu, Y., Gao, C., & Dochain, D. (2022). Chemical Reaction Network Decomposition Technique for Stability Analysis. Automatica, 110650. https://hdl.handle.net/2078.5/217969 (Original work published 2021)
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Eszter Viragh, & Dochain, D. (2022). Controllability conditions for chemical and microbiological systems. Journal of Process Control, 117, 181-187. https://hdl.handle.net/2078.5/102112 (Original work published 2022)
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Gomez, M. A., Jungers, R., & Michiels, W. (2022). On the strong H2 norm of differential algebraic systems with multiple delays: finiteness criteria, regularization and computation. IEEE Transactions on Automatic Control, 67(1), 121-133. https://doi.org/10.1109/TAC.2020.3046218 (Original work published 2022)
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Berger, G., Absil, P.-A., De Lathauwer, L., Jungers, R., & Van Barel, M. (2022). Equivalent polyadic decompositions of matrix multiplication tensors. Journal of Computational and Applied Mathematics, 406(113941), 1-17. https://doi.org/10.1016/j.cam.2021.113941 (Original work published 2022)
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Xiaoyu Zhang, Chuanhou Gao, & Dochain, D. (2022). On Stability of Two Kinds of Delayed Chemical Reaction Networks. IFAC Proceedings, 55(18), 14-20. https://hdl.handle.net/2078.5/164173 (Original work published 2022)
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Bianchin, G., Cortes, J., Poveda, J. I., & Dall’Anese, E. (2022). Time-Varying Optimization of LTI Systems Via Projected Primal-Dual Gradient Flows. IEEE Transactions on Control of Network Systems, 9(1), 474-486. https://doi.org/10.1109/tcns.2021.3112762 (Original work published 2022)
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Nunes Grapiglia, G., Gonçalves, M. L. N., & Silva, G. N. (2022). A cubic regularization of Newton’s method with finite difference Hessian approximations. Numerical Algorithms, 90(2), 607-630. https://doi.org/10.1007/s11075-021-01200-y (Original work published 2022)
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de Borman, A., Vespa, S., El Tahry, R., & Absil, P.-A. (2022). Estimation of seizure onset zone from ictal scalp EEG using independent component analysis in extratemporal lobe epilepsy. Journal of Neural Engineering, 19(2), 026005 [1-14]. https://doi.org/10.1088/1741-2552/ac55ad (Original work published 2022)
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Ramiandrisoa, N. L., Rakotonjohary, M. A., Wertz, V., & Guillaume, J. F. (2022). IMPACTS OF THE IMPLEMENTATION OF THE LMD REFORM ON THE PEDAGOGY AMONG TEACHERS OF UNIVERSITY ANTANANARIVO. International Journal Of Advance Research And Innovative Ideas In Education, 8(4). https://hdl.handle.net/2078.5/240051 (Original work published 2022)
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Van Hoorebeeck, L., Absil, P.-A., & Papavasiliou, A. (2022). Solving non-convex economic dispatch with valve-point effects and losses with guaranteed accuracy. International Journal of Electrical Power & Energy Systems, 134, 107143. https://doi.org/10.1016/j.ijepes.2021.107143 (Original work published 2022)
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Wang, Z., Berger, G., & Jungers, R. (2022). Data-driven control of switched linear systems with probabilistic stability guarantees. arxiv. Submitted. https://doi.org/10.48550/arxiv.2103.10823 (Original work published 2022)
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Ngoc Ha Hoang, T.S. Nguyen, T.K.P. Le, T.T.H. Phan, M.A. Hussain, & Dochain, D. (2022). Trajectory tracking for nonlinear systems using extended quadratic port-Hamiltonian models without input and state coordinate transformations. Systems & Control Letters, 167(105325), 1-13. https://hdl.handle.net/2078.5/102116 (Original work published 2022)
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Crevecoeur, F., Mathew, J., & Lefèvre, P. (2022). Separability of Human Motor Memories during reaching adaptation with force cues. PLoS Computational Biology, 18(10), e1009966 [1-20]. https://doi.org/10.1371/journal.pcbi.1009966 (Original work published 2022)
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Robert David, Robert David, Dochain, D., Jérôme Harmand, & Thibault Nidelet. (2022). Consideration of maintenance in wine fermentation modelling. Foods, 11(1682), 1-18. https://hdl.handle.net/2078.5/106532 (Original work published 2022)
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Bianchin, G., Poveda, J. I., & Dall’Anese, E. (2022). Online optimization of switched LTI systems using continuous-time and hybrid accelerated gradient flows. Automatica, 146, 110579. https://doi.org/10.1016/j.automatica.2022.110579 (Original work published 2022)
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Yafei Lu, Zhou Fang, Chuanhou Gao, & Dochain, D. (2022). Noise-to-state exponentially stabilizing (state, input)-disturbed CSTRs with non-vanishing noise. Automatica (Online), 142(110387), 1-7. https://hdl.handle.net/2078.5/164177 (Original work published 2022)
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Bastin, G., Coron, J.-M., & Hayat, A. (2022). Diffusion and robustness of boundary feedback stabilization of hyperbolic systems. Mathematics of Control, Signals, and Systems. Published. https://doi.org/10.1007/s00498-022-00335-0 (Original work published 2022)
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Nunes Grapiglia, G., & Stella, G. F. D. (2022). An adaptive trust-region method without function evaluations. Computational Optimization and Applications : an international journal, 82(1), 31-60. https://doi.org/10.1007/s10589-022-00356-0 (Original work published 2022)
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Anthony Hastir, Winkin, J., & Dochain, D. (2022). Adaptive output tracking for nonlinear infinite-dimensional systems. IFAC Proceedings, 55(26), 39-46. https://hdl.handle.net/2078.5/164175 (Original work published 2022)
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Yafei Lu, Chuanhou Gao, & Denis Dochain. (2022). Lyapunov Function PDEs to the Stability of Some Complex Balancing Derivative and Compound Networks. IEEE Transactions on Automatic Control, 67(10), 5026-5038. https://doi.org/10.1109/TAC.2021.3115889 (Original work published 2022)
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Aaron Romo, Nicolas Hudon, Erik Ydstie, & Dochain, D. (2022). A Preliminary Analysis on Internal Entropy Production as a Lyapunov Function for Equilibrium in Irreversible Multiphase Systems. IFAC Proceedings, 55(18), 27-32. https://hdl.handle.net/2078.5/102105 (Original work published 2022)
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De Comite, A., Crevecoeur, F., & Lefèvre, P. (2022). Reward-Dependent Selection of Feedback Gains Impacts Rapid Motor Decisions. eNeuro, 9(2), ENEURO. https://doi.org/10.1523/eneuro.0439-21.2022 (Original work published 2022)
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El Khoury, G., Libouton, X., De Boeck, F., & Barbier, O. (2022). Use of a 3D-printed splint for the treatment of distal radius fractures: A randomized controlled trial. Orthopaedics & Traumatology: Surgery & Research, 108(5), 103326 [1-6]. https://doi.org/10.1016/j.otsr.2022.103326 (Original work published 2022)
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Kadima Kazaku, J., Dochain, D., Moïse Mukepe Kahilu, & Jimmy Kalenga Kaunde Kasongo. (2022). P-I Boundary Control of Countercurrent Heat Exchanger. IFAC Proceedings, 55(40), 49-54. https://hdl.handle.net/2078.5/102107 (Original work published 2022)
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Schiltz, F., Delhaye, B., Thonnard, J.-L., & Lefèvre, P. (2022). Grip Force is Adjusted at a Level That Maintains an Upper Bound on Partial Slip Across Friction Conditions During Object Manipulation. IEEE Transactions on Haptics, 15(1), 2-7. https://doi.org/10.1109/toh.2021.3137969 (Original work published 2022)
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Dirksen, S., Genzel, M., Stollenwerk, A., & Jacques, L. (2022). The Separation Capacity of Random Neural Networks. Journal of Machine Learning Research, 23(209), 1-47. https://hdl.handle.net/2078.5/254213 (Original work published 2022)
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Cothren, L., Bianchin, G., & Dall’Anese, E. (2022). Online Optimization of Dynamical Systems With Deep Learning Perception. IEEE Open Journal of Control Systems, 1, 306-321. https://doi.org/10.1109/ojcsys.2022.3205871 (Original work published 2022)
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Murdison, T. S., Standage, D. I., Lefèvre, P., & Blohm, G. (2022). Effector-dependent stochastic reference frame transformations alter decision-making. Journal of Vision, 22(8), 1. https://doi.org/10.1167/jov.22.8.1 (Original work published 2022)
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Anikin, A., Gasnikov, A., Gornov, A., Kamzolov, D., Maximov, Y., & Nesterov, Y. (2022). Efficient numerical methods to solve sparse linear equations with application to PageRank. Optimization Methods and Software, 37(3), 907-935. https://doi.org/10.1080/10556788.2020.1858297 (Original work published 2022)
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Németh, Á., Harangi, M., Daroczy, B. Z., Juhász, L., Paragh, G., & Fülöp, P. (2022). Identifying Patients with Familial Chylomicronemia Syndrome Using FCS Score-Based Data Mining Methods. Journal of Clinical Medicine, 11(15), 4311. https://doi.org/10.3390/jcm11154311 (Original work published 2022)
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Cartis, C., Massart, E., & Otemissov, A. (2022). Global optimization using random embeddings. Mathematical Programming, 200(2), 781-829. https://doi.org/10.1007/s10107-022-01871-y (Original work published 2022)
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Ren, W., Jungers, R., & Dimarogonas, D. V. (2022). Razumikhin and Krasovskii approaches for safe stabilization. Automatica, 146, 110563. https://doi.org/10.1016/j.automatica.2022.110563 (Original work published 2022)
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Galarza-Jimenez, F., Poveda, J. I., Bianchin, G., & Dall’Anese, E. (2022). Extremum Seeking Under Persistent Gradient Deception: A Switching Systems Approach. IEEE Control Systems Letters, 6, 133-138. https://doi.org/10.1109/lcsys.2021.3050451 (Original work published 2022)
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Nesterov, Y. (2022). Inexact basic tensor methods for some classes of convex optimization problems. Optimization Methods and Software, 37(3), 878-906. https://doi.org/10.1080/10556788.2020.1854252 (Original work published 2022)
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Pinto, Samuel. C., Andersson, Sean. B., Hendrickx, J., & Cassandras, Christos. G. (2022). Multi-Agent Persistent Monitoring of Targets with Uncertain States. IEEE Transactions on Automatic Control, 67(8), 3997-4012. https://doi.org/10.1109/TAC.2022.3140257 (Original work published 2022)
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Müller, D., Nesterov, Y., & Shikhman, V. (2022). Discrete Choice Prox-Functions on the Simplex. Mathematics of operations research, 47(1), 485-507. https://doi.org/10.1287/moor.2021.1136 (Original work published 2022)
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Ren, W., & Dimarogonas, D. V. (2022). Event-Triggered Tracking Control of Networked Multiagent Systems. IEEE Transactions on Automatic Control, 67(10), 5332-5347. https://doi.org/10.1109/tac.2022.3180789 (Original work published 2022)
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Neves Egidio, L., Grace S. Deaecto, & Jungers, R. (2022). Stabilization of rank-deficient continuous-time switched affine systems. Automatica, 143, 110426. https://doi.org/10.1016/j.automatica.2022.110426 (Original work published 2022)
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Doikov, N., & Nesterov, Y. (2022). High-Order Optimization Methods for Fully Composite Problems. SIAM Journal on Optimization, 32(3), 2402-2427. https://doi.org/10.1137/21m1410063 (Original work published 2022)
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Gomez, M. A., Michiels, W., Jungers, R., Mattenet, S., De Iuliis, V., & et al. (2022). An improved finiteness test and a systematic procedure to compute the strong H2 norm of differential algebraic systems with multiple delays. Automatica, 144(110495). https://doi.org/10.1016/j.automatica.2022.110495 (Original work published 2022)
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Guérit, S., Sivankutty, S., Lee, J., Rigneault, H., & Jacques, L. (2022). Compressive Imaging Through Optical Fiber with Partial Speckle Scanning. SIAM Journal on Imaging Sciences, 15(2), 387-423. https://doi.org/10.1137/21m1407586 (Original work published 2022)
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Vanderlinden, A., El Khoury, G., Bonnelance, M., Libouton, X., & Barbier, O. (2022). Prise en charge d’une fracture du radius distal chez l’adulte : le bon traitement pour le bon patient. Louvain médical, 141(5), 269-275. https://hdl.handle.net/2078.5/164629 (Original work published 2022)
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Mehdifar, F., Bechlioulis, C. P., Hendrickx, J., & Dimarogonas, D. V. (2022). 2-D Directed Formation Control Based on Bipolar Coordinates. IEEE Transactions on Automatic Control, 1-16. https://doi.org/10.1109/TAC.2022.3206603 (Original work published 2022)
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Dong, S., Gao, B., Guan, Y., & Glineur, F. (2022). New Riemannian Preconditioned Algorithms for Tensor Completion via Polyadic Decomposition. SIAM Journal on Matrix Analysis and Applications, 43(2), 840-866. https://doi.org/10.1137/21M1394734 (Original work published 2022)
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Doikov, N., & Nesterov, Y. (2022). Local convergence of tensor methods. Mathematical Programming, 193(1), 315-336. https://doi.org/10.1007/s10107-020-01606-x (Original work published 2022)
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Ren, W., vlahakis, Athanasopoulos, N., & Jungers, R. (2022). Optimal Resource Scheduling and Allocation under Allowable Over-Scheduling. arXiv preprint. Published. https://doi.org/10.48550/arXiv.2204.00038 (Original work published 2022)
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2021Marrinan, T., Absil, P.-A., & Gillis, N. (2021). On a minimum enclosing ball of a collection of linear subspaces. Linear Algebra and Its Applications, 625, 248-278. https://doi.org/10.1016/j.laa.2021.05.006 (Original work published 2021)
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Mathew, J., & Crevecoeur, F. (2021). Adaptive Feedback Control in Human Reaching Adaptation to Force Fields. Frontiers in Human Neuroscience, 15. https://doi.org/10.3389/fnhum.2021.742608 (Original work published 2021)
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Lefèvre, P. (2021). Want to win a bowling game? Beware of even one glass of alcohol! The Journal of Physiology. Published. https://doi.org/10.1113/jp280984 (Original work published 2021)
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Catalano, C., Azfar, U., Charlier, L., & Jungers, R. (2021). A Linear Bound on the k-rendezvous Time for Primitive Sets of NZ Matrices. Fundamenta Informaticae, 180(4), 289-314. https://doi.org/10.3233/fi-2021-2043 (Original work published 2021)
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Nguyen, T. S., Absil, P.-A., Gao, B., & Stykel, T. (2021). Symplectic eigenvalue problem via trace minimization and Riemannian optimization. SIAM Journal on Matrix Analysis and Applications, 42(4), 1732-1757. https://doi.org/10.1137/21m1390621 (Original work published 2021)
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Nunes Grapiglia, G., & Sachs, E. W. (2021). A generalized worst-case complexity analysis for non-monotone line searches. Numerical Algorithms, 87, 779-796. https://doi.org/10.1007/s11075-020-00987-6 (Original work published 2021)
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Wang, Z., Jungers, R., & Ong, C. J. (2021). Computation of the maximal invariant set of discrete-time linear systems subject to a class of non-convex constraints. Automatica, 125, 109463. https://doi.org/10.1016/j.automatica.2020.109463 (Original work published 2021)
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Berger, G., & Jungers, R. (2021). $p$-dominant switched linear systems. Automatica, 132(109801 (2021)). https://doi.org/10.1016/j.automatica.2021.109801 (Original work published 2021)
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Mathew, J., Lefèvre, P., & Crevecoeur, F. (2021). Savings in Human Force Field Learning Supported by Feedback Adaptation. eNeuro, 8(5), ENEURO. https://doi.org/10.1523/eneuro.0088-21.2021 (Original work published 2021)
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Delhaye, B., Schiltz, F., Barrea, A., Thonnard, J.-L., & Lefèvre, P. (2021). Measuring fingerpad deformation during active object manipulation. Journal of Neurophysiology, 126(4), 1455-1464. https://doi.org/10.1152/jn.00358.2021 (Original work published 2021)
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Hamaide, V., & Glineur, F. (2021). Unsupervised Minimum Redundancy Maximum Relevance Feature Selection for Predictive Maintenance : Application to a Rotating Machine. International Journal of Prognostics and Health Management, 12(2), 1-14. https://doi.org/10.36001/ijphm.2021.v12i2.2955 (Original work published 2021)
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Dong, S., Absil, P.-A., & Gallivan, K. A. (2021). Riemannian gradient descent methods for graph-regularized matrix completion. Linear Algebra and Its Applications, 623, 193-235. https://doi.org/10.1016/j.laa.2020.06.010 (Original work published 2021)
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Legat, B., Dowson, O., Garcia, J. D., & Lubin, M. (2021). MathOptInterface: a data structure for mathematical optimization problems. INFORMS Journal on Computing. Accepted/in-press. https://hdl.handle.net/2078.5/274577 (Original work published 2021)
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Schellekens, V., & Jacques, L. (2021). Breaking the waves: asymmetric random periodic features for low-bitrate kernel machines. Information and Inference: A Journal of the IMA. Published. https://doi.org/10.1093/imaiai/iaab008 (Original work published 2021)
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Pairet, B., Cantalloube, F., & Jacques, L. (2021). MAYONNAISE: a morphological components analysis pipeline for circumstellar discs and exoplanets imaging in the near-infrared. Monthly Notices of the Royal Astronomical Society, 503(3), 3724-3742. https://doi.org/10.1093/mnras/stab607 (Original work published 2021)
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Bastin, G., Chotteau, V., & Vande Wouwer, A. (2021). Metabolic flux analysis of VERO cells under various culture conditions. Processes, 9(12), 2079. https://doi.org/10.3390/pr9122097 (Original work published 2021)
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Smolak, K., Siła-Nowicka, K., Delvenne, J.-C., Wierzbiński, M., & Rohm, W. (2021). The impact of human mobility data scales and processing on movement predictability. Scientific Reports, 11(1). https://doi.org/10.1038/s41598-021-94102-x (Original work published 2021)
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Legat, B., & Rocher, L. (2021). The Limits of Pairwise Correlation to Model the Joint Entropy. Sensors, 21(11), 1-3. https://doi.org/10.3390/s21113700 (Original work published 2021)
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Berger, G., & Jungers, R. (2021). Quantized stabilization of continuous-time switched linear systems. IEEE Control Systems Letters, 5(1), 319-324. https://doi.org/10.1109/LCSYS.2020.3002068 (Original work published 2021)
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Konstantinova, E. V., & Medvedev, A. (2021). Small cycles, generalized prisms and Hamiltonian cycles in the Bubble-sort graph. Information Processing Letters, 168, 106094. https://doi.org/10.1016/j.ipl.2021.106094 (Original work published 2021)
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Anthony Hastir, Winkin, J., & Denis Dochain. (2021). On local exponential stability of equilibrium profiles of nonlinear distributed parameter systems. IFAC Symposia Series, 54(9), 390-396. https://hdl.handle.net/2078.5/107903 (Original work published 2021)
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Marchand, M., Gallivan, K., Huang, W., & Van Dooren, P. (2021). Analysis of the Neighborhood Pattern Similarity Measure for the Role Extraction Problem. SIAM Journal on Mathematics of Data Science, 3(2), 736-757. https://doi.org/10.1137/20m1358785 (Original work published 2021)
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Dewez, J., Gillis, N., & Glineur, F. (2021). A geometric lower bound on the extension complexity of polytopes based on the f-vector. Discrete Applied Mathematics, 303, 22-38. https://doi.org/10.1016/j.dam.2020.09.028 (Original work published 2021)
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Chiêm, B., Crevecoeur, F., & Delvenne, J.-C. (2021). Structure-informed functional connectivity driven by identifiable and state-specific control regions. Network Neuroscience, 1-37. https://doi.org/10.1162/netn_a_00192 (Original work published 2021)
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Ben Ayed, A., Denis Dochain, Ionela Prodan, & Robles Rodriguez, C. E. (2021). Centralized model predictive control of the wastewater treatment plant of Seine-Aval. Proceedings ICSTCC. Published. https://hdl.handle.net/2078.5/107901 (Original work published 2021)
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De Comite, A., Crevecoeur, F., & Lefèvre, P. (2021). Online modification of goal-directed control in human reaching movements. Journal of Neurophysiology, 125(5), 1883-1898. https://doi.org/10.1152/jn.00536.2020 (Original work published 2021)
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Faccin, M., Schaub, Michael. T., & Delvenne, J.-C. (2021). State Aggregations in Markov Chains and Block Models of Networks. Physical Review Letters, 127(7). https://doi.org/10.1103/physrevlett.127.078301 (Original work published 2021)
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El Khoury, G., Penta, M., Barbier, O., Libouton, X., Thonnard, J.-L., & Lefèvre, P. (2021). Recognizing Manual Activities Using Wearable Inertial Measurement Units: Clinical Application for Outcome Measurement. Sensors, 21(9), 3245 [1-14]. https://doi.org/10.3390/s21093245 (Original work published 2021)
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Ren, W., & Xiong, J. (2021). Robust Filtering for 2-D Discrete-Time Switched Systems. IEEE Transactions on Automatic Control, 66(10), 4747-4760. https://doi.org/10.1109/tac.2020.3037056 (Original work published 2021)
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Gao, B., Nguyen, T. S., Absil, P.-A., & Stykel, T. (2021). Riemannian Optimization on the Symplectic Stiefel Manifold. SIAM Journal on Optimization, 31(2), 1546-1575. https://doi.org/10.1137/20m1348522 (Original work published 2021)
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Herter, T. M., Kurtzer, I., Granat, L., Crevecoeur, F., Dukelow, S. P., & Scott, S. H. (2021). Interjoint coupling of position sense reflects sensory contributions of biarticular muscles. Journal of Neurophysiology, 125(4), 1223-1235. https://doi.org/10.1152/jn.00317.2019 (Original work published 2021)
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Jungers, R. (2021). Raphael M. Jungers [People in Control]. IEEE Control Systems, 41(3), 21-23. https://doi.org/10.1109/MCS.2021.3062960 (Original work published 2021)
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Rodomanov, A., & Nesterov, Y. (2021). New Results on Superlinear Convergence of Classical Quasi-Newton Methods. Journal of Optimization Theory and Applications, 188(3), 744-769. https://doi.org/10.1007/s10957-020-01805-8 (Original work published 2021)
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Jung, H. C., Maly, J., Palzer, L., & Stollenwerk, A. (2021). Quantized Compressed Sensing by Rectified Linear Units. IEEE Transactions on Information Theory, 67(6), 4125-4149. https://doi.org/10.1109/tit.2021.3070789 (Original work published 2021)
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Millérioux, G., & Jungers, R. (2021). Characterization of flat outputs of switched linear discrete-time systems: Algebraic condition and algorithm. Systems & Control Letters, 154, 104970. https://doi.org/10.1016/j.sysconle.2021.104970 (Original work published 2021)
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Nyéki, A., Kerepesi, C., Daroczy, B. Z., Benczúr, A., Milics, G., Nagy, J., Harsányi, E., Kovács, A. J., & Neményi, M. (2021). Application of spatio-temporal data in site-specific maize yield prediction with machine learning methods. Precision agriculture. Accepted/in-press. https://doi.org/10.1007/s11119-021-09833-8 (Original work published 2021)
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Hemptinne, C., Deravet, N., Orban de Xivry, J.-J., Lefèvre, P., & Yuksel, D. (2021). Influence of prior and visual information on eye movements in amblyopic children. Journal of Computational Neuroscience, 49(3), 333-343. https://doi.org/10.1007/s10827-020-00764-3 (Original work published 2021)
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Chiêm, B., Abbas, K., Amico, E., Duong-Tran, D., Crevecoeur, F., & Goni, J. (2021). Improving Functional Connectome Fingerprinting with Degree-Normalization. Brain Connectivity. Accepted/in-press. https://doi.org/10.1089/brain.2020.0968 (Original work published 2021)
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Claes, A., Wiard, V., Mercenier, H., Philippette, T., Dufrasne, M., Browet, A., & Jungers, R. (2021). Algorithmes de recommandation et culture technique : penser le dialogue entre éducation et design. tic & société, 15(1), 127-157. https://doi.org/10.4000/ticetsociete.5915 (Original work published 2021)
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Mehrmann, V., & Van Dooren, P. (2021). Structured Backward Errors for Eigenvalues of Linear Port-Hamiltonian Descriptor Systems. SIAM Journal on Matrix Analysis and Applications, 42(1), 1-16. https://doi.org/10.1137/20m1344184 (Original work published 2021)
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Bastin, G., Coron, J.-M., & Hayat, A. (2021). Input-to-State Stability in sup norms for hyperbolic systems with boundary disturbances. Nonlinear Analysis, 208, Paper 112300. https://doi.org/10.1016/j.na.2021.112300 (Original work published 2021)
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Musolas, A., Massart, E., Hendrickx, J., Absil, P.-A., & Marzouk, Y. (2021). Low-rank multi-parametric covariance identification. Bit (Lisse) : numerical mathematics, 62, 221-249. https://doi.org/10.1007/s10543-021-00867-y (Original work published 2021)
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Elosmani, A. O., Bouagada, D., Van Dooren, P., & Benyettou, K. (2021). LMI stability test for multidimensional linear state–space models. Journal of Computational and Applied Mathematics, 390, 113363. https://doi.org/10.1016/j.cam.2020.113363 (Original work published 2021)
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Nesterov, Y. (2021). Implementable tensor methods in unconstrained convex optimization. Mathematical Programming, 186(1-2), 157-183. https://doi.org/10.1007/s10107-019-01449-1 (Original work published 2021)
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Wang, L., Gao, B., & Liu, X. (2021). Multipliers Correction Methods for Optimization Problems over the Stiefel Manifold. CSIAM Transactions on Applied Mathematics, 2(3), 508-531. https://doi.org/10.4208/csiam-am.so-2020-0008 (Original work published 2021)
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Shi, M. (2021). Distributed estimation of time varying bias in relative state measurements. IEEE Transactions on Automatic Control, 1. https://doi.org/10.1109/tac.2021.3115429 (Original work published 2021)
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Bastin, G., Coron, J.-M., & Hayat, A. (2021). Feedforward boundary control of 2×2 nonlinear hyperbolic systems with application to Saint-Venant equations. European Journal of Control, 57, 41-53. https://doi.org/10.1016/j.ejcon.2020.11.002 (Original work published 2021)
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Romeo Ortega, Alexey Bobtsov, Nikolay Nikolaev, Johannes Schiffer, & Dochain, D. (2021). Generalized Parameter Estimation-based Observers: Application to Power Systems and Chemical-Biological Reactors. Automatica (Online), 129, 10963. https://doi.org/10.1016/j.automatica.2021.109635 (Original work published 2021)
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Nesterov, Y. (2021). Superfast Second-Order Methods for Unconstrained Convex Optimization. Journal of Optimization Theory and Applications, 191(1), 1-30. https://doi.org/10.1007/s10957-021-01930-y (Original work published 2021)
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Freitas, N., Delvenne, J.-C., & Esposito, M. (2021). Stochastic Thermodynamics of Nonlinear Electronic Circuits: A Realistic Framework for Computing Around kT. Physical Review X, 11(3). https://doi.org/10.1103/physrevx.11.031064 (Original work published 2021)
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Zhang, K., He, M., Fan, Y., Zhao, H., Gao, B., Yang, K., Li, F., Tang, Y., Gao, Q., Lin, T., Quinet, M., & et al. (2021). Resequencing of global Tartary buckwheat accessions reveals multiple domestication events and key loci associated with agronomic traits. Genome Biology, 22(1), 23. https://doi.org/10.1186/s13059-020-02217-7 (Original work published 2021)
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Opsomer, L., Crevecoeur, F., Thonnard, J.-L., McIntyre, J., & Lefèvre, P. (2021). Distinct adaptation patterns between grip dynamics and arm kinematics when the body is upside-down. Journal of Neurophysiology, 125(3), 862-874. https://doi.org/10.1152/jn.00357.2020 (Original work published 2021)
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Vassiliadis, P., Derosiere, G., Dubuc, C., Lété, A., Crevecoeur, F., Hummel, F. C., & Duque, J. (2021). Reward boosts reinforcement-based motor learning. iScience. Published. https://hdl.handle.net/2078.5/165929 (Original work published 2021)
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Rubbens, A., Wang, Z., & Jungers, R. M. (2021). Data-driven stability analysis of switched linear systems with Sum of Squares guarantees. IFAC-PapersOnLine, 54(5), 67-72. https://doi.org/10.1016/j.ifacol.2021.08.476 (Original work published 2021)
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Blondel, V., Jung, K., Kohli, P., Shah, D., & Won, S. (2021). Partition-Merge: Distributed Inference and Modularity Optimization. I E E E Access, 9, 54032-54055. https://doi.org/10.1109/access.2021.3070490 (Original work published 2021)
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Nesterov, Y. (2021). Inexact High-Order Proximal-Point Methods with Auxiliary Search Procedure. SIAM Journal on Optimization, 31(4), 2807-2828. https://doi.org/10.1137/20M134705X (Original work published 2021)
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El Khoury, G., Penta, M., & Barbier, O. (2021). ABILHAND-HS: a linear scale for outcome measurement in hand surgery. The Journal of Hand Surgery. European Volume, 1753193421991485. https://doi.org/10.1177/1753193421991485 (Original work published 2021)
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Beniich, N., El Bouhtouri, A., & Dochain, D. (2021). Adaptive λ-tracking controller for an exothermic chemical plug flow tubular reactor. International Journal of Control. Accepted/in-press. https://hdl.handle.net/2078.5/167903 (Original work published 2021)
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J Wildemeersch, Dupont, c., Jungers, R., Laborderie, V., & et al. (2021). L’interdiction des voyages non essentiels : analyse critique d’une interdiction non essentielle. La Libre Belgique. Published. https://hdl.handle.net/2078.5/252328 (Original work published 2021)
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Danion, F. R., Mathew, J., Gouirand, N., & Brenner, E. (2021). More precise tracking of horizontal than vertical target motion with both the eyes and hand. Cortex, 134, 30-42. https://doi.org/10.1016/j.cortex.2020.10.001 (Original work published 2021)
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Deravet, N., Orban de Xivry, J.-J., Ivanoiu, A., Bier, J.-C., Segers, K., Yuksel, D., & Lefèvre, P. (2021). Frontotemporal dementia patients exhibit deficits in predictive saccades. Journal of Computational Neuroscience, 49, 357-369. https://doi.org/10.1007/s10827-020-00765-2 (Original work published 2021)
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Gao, B., & Absil, P.-A. (2021). A Riemannian rank-adaptive method for low-rank matrix completion. Computational Optimization and Applications : an international journal. Published. https://doi.org/10.1007/s10589-021-00328-w (Original work published 2021)
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Aspeel, A., Legay, A., Jungers, R. M., & Macq, B. (2021). Optimal measurement budget allocation for Kalman prediction over a finite time horizon by genetic algorithms. EURASIP Journal on Advances in Signal Processing, 2021(1). https://doi.org/10.1186/s13634-021-00732-8 (Original work published 2021)
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Jacques, L., & Feuillen, T. (2021). The Importance of Phase in Complex Compressive Sensing. IEEE Transactions on Information Theory, 67(6), 4150-4161. https://doi.org/10.1109/tit.2021.3073566 (Original work published 2021)
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Nunes Grapiglia, G., & Chorobura, F. (2021). Worst-case evaluation complexity of derivative-free nonmonotone line search methods for solving nonlinear systems of equations. Computational and Applied Mathematics, 40(259). https://doi.org/10.1007/s40314-021-01621-4 (Original work published 2021)
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Chatalic, A., Schellekens, V., Houssiau, F., de Montjoye, Y.-A., Jacques, L., & Gribonval, R. (2021). Compressive learning with privacy guarantees. Information and Inference: A Journal of the IMA. Published. https://doi.org/10.1093/imaiai/iaab005 (Original work published 2021)
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Nunes Grapiglia, G., & Yuan, Y. (2021). On the complexity of an augmented Lagrangian method for nonconvex optimization. IMA Journal of Numerical Analysis, 41(2), 1546-1568. https://doi.org/10.1093/imanum/draa021 (Original work published 2021)
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Doikov, N., & Nesterov, Y. (2021). Minimizing Uniformly Convex Functions by Cubic Regularization of Newton Method. Journal of Optimization Theory and Applications, 189(1), 317-339. https://doi.org/10.1007/s10957-021-01838-7 (Original work published 2021)
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Delhaye, B., Jarocka, E., Barrea, A., Thonnard, J.-L., Edin, B., & Lefèvre, P. (2021). High-resolution imaging of skin deformation shows that afferents from human fingertips signal slip onset. eLife, 10. https://doi.org/10.7554/elife.64679 (Original work published 2021)
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Nunes Grapiglia, G., & Nesterov, Y. (2021). On inexact solution of auxiliary problems in tensor methods for convex optimization. Optimization Methods and Software, 36(1), 145-170. https://doi.org/10.1080/10556788.2020.1731749 (Original work published 2021)
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Heroy, S., Loaiza Saa, I., Pentland, A., & O’Clery, N. (2021). COVID-19 policy analysis: labour structure dictates lockdown mobility behaviour. Journal of the Royal Society Interface, 18(176). https://doi.org/10.1098/rsif.2020.1035 (Original work published 2021)
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Gribonval, R., Chatalic, A., Keriven, N., Schellekens, V., Jacques, L., & Schniter, P. (2021). Sketching Data Sets for Large-Scale Learning: Keeping only what you need. I E E E Signal Processing Magazine, 38(5), 12-36. https://doi.org/10.1109/msp.2021.3092574 (Original work published 2021)
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2020Nunes Grapiglia, G., & Nesterov, Y. (2020). Tensor methods for minimizing convex functions with Hölder continuous higher-order derivatives. SIAM Journal on Optimization, 30(4), 2750-2779. https://doi.org/10.1137/19M1259432 (Original work published 2020)
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Feuillen, T., Davies, M. E., Vandendorpe, L., & Jacques, L. (2020). (l_1,l_2)-RIP and Projected Back-Projection Reconstruction for Phase-Only Measurements. IEEE Signal Processing Letters, 27(27), 396-400. https://doi.org/10.1109/lsp.2020.2973506 (Original work published 2020)
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De Klerk, E., Glineur, F., & Taylor, A. B. (2020). Worst-Case Convergence Analysis of Inexact Gradient and Newton Methods Through Semidefinite Programming Performance Estimation. SIAM Journal on Optimization, 30(3), 2053-2082. https://doi.org/10.1137/19m1281368 (Original work published 2020)
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Dopico, F. M., Marcaida, S., Quintana, M. C., & Van Dooren, P. (2020). Local linearizations of rational matrices with application to rational approximations of nonlinear eigenvalue problems. Linear Algebra and Its Applications, 604, 441-475. https://doi.org/10.1016/j.laa.2020.07.004 (Original work published 2020)
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Benner, P., Goyal, P., & Van Dooren, P. (2020). Identification of port-Hamiltonian systems from frequency response data. Systems & Control Letters, 143, 104741. https://doi.org/10.1016/j.sysconle.2020.104741 (Original work published 2020)
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Hendrickx, J. (2020). Julien M. Hendrickx [People in Control]. IEEE Control Systems, 40(4), 21-22. https://doi.org/10.1109/MCS.2020.2990512 (Original work published 2020)
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Mehdifar, F., Charalampos P. Bechlioulis, Farzad Hashemzadeh, Mahdi Baradarannia, & et al. (2020). Prescribed Performance Distance-Based Formation Control of Multi-Agent Systems (Extended Version). Automatica. Accepted/in-press. https://hdl.handle.net/2078.5/169290 (Original work published 2020)
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Haile, D., Rowen, L., & Tignol, J.-P. (2020). On Quaternion Algebras Split by a Given Extension, Clifford Algebras and Hyperelliptic Curves. Algebras and Representation Theory, 23(4), 1807-1826. https://doi.org/10.1007/s10468-019-09914-3 (Original work published 2020)
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Bankmann, D., Mehrmann, V., Nesterov, Y., & Van Dooren, P. (2020). Computation of the Analytic Center of the Solution Set of the Linear Matrix Inequality Arising in Continuous- and Discrete-Time Passivity Analysis. Vietnam Journal of Mathematics, 48(4), 633-659. https://doi.org/10.1007/s10013-020-00427-x (Original work published 2020)
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Bianchin, G., & Pasqualetti, F. (2020). Gramian-Based Optimization for the Analysis and Control of Traffic Networks. IEEE Transactions on Intelligent Transportation Systems, 21(7), 3013-3024. https://doi.org/10.1109/tits.2019.2922900 (Original work published 2020)
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Mastronardi, N., & Van Dooren, P. (2020). On QZ steps with perfect shifts and computing the index of a differential-algebraic equation. IMA Journal of Numerical Analysis. Accepted/in-press. https://doi.org/10.1093/imanum/draa049 (Original work published 2020)
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Gomez, M. A., Jungers, R., & Michiels, W. (2020). On the m-dimensional Cayley–Hamilton theorem and its application to an algebraic decision problem inferred from the H2 norm analysis of delay systems. Automatica, 113(108761), 9. https://doi.org/10.1016/j.automatica.2019.108761 (Original work published 2020)
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Mehrmann, V., & Van Dooren, P. (2020). Optimal Robustness of Port-Hamiltonian Systems. SIAM Journal on Matrix Analysis and Applications, 41(1), 134-151. https://doi.org/10.1137/19m1259092 (Original work published 2020)
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Cherng, Y.-G., Crevecoeur, F., & Wang, C.-A. (2020). Effects of pupillary light and darkness reflex on the generation of pro‐ And anti‐saccades. European Journal of Neuroscience. Accepted/in-press. https://doi.org/10.1111/ejn.15083 (Original work published 2020)
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Athanasopoulos, N., Dechouniotis, D., Jungers, R., Leivadeas, A., Mitton, N., & Papavassiliou, S. (2020). Control co-design and resource allocation in edge computing and dynamic networks (Tutorial Session Proposal). https://hal.inria.fr/. Submitted. https://hdl.handle.net/2078.5/252019 (Original work published 2020)
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Nesterov, Y. (2020). Soft clustering by convex electoral model. Soft Computing, 24(23), 17609-17620. https://doi.org/10.1007/s00500-020-05148-4 (Original work published 2020)
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Gueuning, M., Cheng, S., Lambiotte, R., & Delvenne, J.-C. (2020). Rock–paper–scissors dynamics from random walks on temporal multiplex networks. Journal of Complex Networks, 8(2). https://doi.org/10.1093/comnet/cnz027 (Original work published 2019)
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Legat, B., Tabuada, P., & Jungers, R. (2020). Sum-of-Squares methods for controlled invariant sets with applications to model-predictive control. Nonlinear Analysis: Hybrid Systems, 36, 100858. https://doi.org/10.1016/j.nahs.2020.100858 (Original work published 2020)
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Bianchin, G., Liu, Y.-C., & Pasqualetti, F. (2020). Secure Navigation of Robots in Adversarial Environments. IEEE Control Systems Letters, 4(1), 1-6. https://doi.org/10.1109/lcsys.2019.2921753 (Original work published 2020)
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El Khoury, G., Barbier, O., Libouton, X., Thonnard, J.-L., Lefèvre, P., & Penta, M. (2020). Manual ability in hand surgery patients: Validation of the ABILHAND scale in four diagnostic groups. PLoS One, 15(12), e0242625 [1-17]. https://doi.org/10.1371/journal.pone.0242625 (Original work published 2020)
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Hastir, A., Winkin, J. J., & Dochain, D. (2020). Exponential stability of nonlinear infinite-dimensional systems: Application to nonisothermal axial dispersion tubular reactors. Automatica, 121, 109201. https://doi.org/10.1016/j.automatica.2020.109201 (Original work published 2020)
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White, O., Gaveau, J., Bringoux, L., & Crevecoeur, F. (2020). The gravitational imprint on sensorimotor planning and control. Journal of Neurophysiology, 124(1). https://doi.org/10.1152/jn.00381.2019 (Original work published 2020)
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Harmand, J., Rapaport, A., & Dochain, D. (2020). Increasing the dilution rate can globally stabilize two-step biological systems. Journal of Process Control, 95, 67-74. https://doi.org/10.1016/j.jprocont.2020.08.009 (Original work published 2020)
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Rapaport, A., & Dochain, D. (2020). A robust asymptotic observer for systems that converge to unobservable states. A batch reactor case study. IEEE Transactions on Automatic Control, 65(6), 2693-2699. https://doi.org/10.1109/TAC.2019.2940870 (Original work published 2020)
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Massart, E., & Absil, P.-A. (2020). Quotient Geometry with Simple Geodesics for the Manifold of Fixed-Rank Positive-Semidefinite Matrices. SIAM Journal on Matrix Analysis and Applications, 41(1), 171-198. https://doi.org/10.1137/18m1231389 (Original work published 2020)
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Liu, Y.-C., Bianchin, G., & Pasqualetti, F. (2020). Secure trajectory planning against undetectable spoofing attacks. Automatica, 112, 108655. https://doi.org/10.1016/j.automatica.2019.108655 (Original work published 2020)
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Benjilali, W., Guicquero, W., Jacques, L., & Sicard, G. (2020). Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference. IEEE Transactions on Circuits and Systems I: Regular Papers, 67(4), 1218-1231. https://doi.org/10.1109/tcsi.2020.2971565 (Original work published 2020)
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Scheuer, A., Grégoire, G., Abisset-Chavanne, E., Chinesta, F., & Keunings, R. (2020). Modelling the effect of particle inertia on the orientation kinematics of fibres and spheroids immersed in a simple shear flow. Computers & Mathematics with Applications, 79(3), 539-554. https://doi.org/10.1016/j.camwa.2018.12.039 (Original work published 2020)
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Mathew, J., Lefèvre, P., & Crevecoeur, F. (2020). Rapid changes in movement representations during human reaching could be preserved in memory for at least 850ms. eNeuro, 7(6), 1-13. https://doi.org/10.1523/eneuro.0266-20.2020 (Original work published 2020)
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Catalano, C., & Jungers, R. (2020). The synchronizing probability function for primitive sets of matrices. International Journal of Foundations of Computer Science, 31(06), 777-803. https://doi.org/10.1142/S0129054120410051 (Original work published 2020)
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Hautecoeur, C., & Glineur, F. (2020). Nonnegative Matrix Factorization over Continuous Signals using Parametrizable Functions. Neurocomputing, 416, 256-265. https://doi.org/10.1016/j.neucom.2019.11.109 (Original work published 2020)
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Gutierrez Gomez, E. L., Bovet, A., & Delvenne, J.-C. (2020). Multi-scale anomaly detection on attributed networks. Proceedings of the AAAI Conference on Artificial Intelligence, 34(1), AAAI-20 Technical Tracks 1 (21% acceptance rate). https://hdl.handle.net/2078.5/168435 (Original work published 2020)
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Gandica, Y., Decuyper, A., Cloquet, C., Thomas, I., & Delvenne, J.-C. (2020). Measuring the effect of node aggregation on community detection. EPJ Data Science, 9(6). https://doi.org/10.1140/epjds/s13688-020-00223-0 (Original work published 2020)
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Bianchin, G., & Pasqualetti, F. (2020). Routing Apps May Cause Oscillatory Congestions in Traffic Networks. IEEE Open Journal of Control Systems. Published. https://doi.org/10.1109/cdc42340.2020.9303866 (Original work published 2020)
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Yuan, X., Huang, W., Absil, P.-A., & Gallivan, K. A. (2020). Computing the matrix geometric mean: Riemannian versus Euclidean conditioning, implementation techniques, and a Riemannian BFGS method. Numerical Linear Algebra with Applications, 27(5), 2321. https://doi.org/10.1002/nla.2321 (Original work published 2020)
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Rodomanov, A., & Nesterov, Y. (2020). Smoothness Parameter of Power of Euclidean Norm. Journal of Optimization Theory and Applications, 185(2), 303-326. https://doi.org/10.1007/s10957-020-01653-6 (Original work published 2020)
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Berger, G., Absil, P.-A., Jungers, R., & Nesterov, Y. (2020). On the quality of first-order approximation of functions with Hölder continuous gradient. Journal of Optimization Theory and Applications, 185, 17-33. https://doi.org/10.1007/s10957-020-01632-x (Original work published 2020)
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Doikov, N., & Nesterov, Y. (2020). Contracting Proximal Methods for Smooth Convex Optimization. SIAM Journal on Optimization, 30(4), 3146-3169. https://doi.org/10.1137/19M130769X (Original work published 2020)
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Berger, G., & Jungers, R. (2020). Formal methods for computing hyperbolic invariant sets for nonlinear systems. IEEE Control Systems Letters, 4(1), 235-240. https://doi.org/10.1109/LCSYS.2019.2923923 (Original work published 2020)
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Wang, Z., & Jungers, R. (2020). Scenario-Based Set Invariance Verification for Black-Box Nonlinear Systems. IEEE Control Systems Letters, 5(1), 193-198. https://doi.org/10.1109/lcsys.2020.3001882 (Original work published 2021)
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Crevecoeur, F., Thonnard, J.-L., & Lefèvre, P. (2020). A very fast time scale of human motor adaptation: within movement adjustments of internal representations during reaching. eNeuro, 7(1), ENEURO. https://doi.org/10.1523/eneuro.0149-19.2019 (Original work published 2020)
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Falasco, G., Esposito, M., & Delvenne, J.-C. (2020). Unifying thermodynamic uncertainty relations. New Journal of Physics, 22(5), 53046. https://doi.org/10.1088/1367-2630/ab8679 (Original work published 2020)
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Hào, D. N., Quyen, T. N. T., & Nguyen, T. S. (2020). Convergence Analysis of a Crank–Nicolson Galerkin Method for an Inverse Source Problem for Parabolic Equations with Boundary Observations. Applied Mathematics and Optimization : an international journal with applications to stochastics, 84(2), 2289-2325. https://doi.org/10.1007/s00245-020-09710-2 (Original work published 2020)
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Dettmann, C. P., Jungers, R., & Mason, P. (2020). Lower bounds and dense discontinuity phenomena for the stabilizability radius of linear switched systems. Systems & Control Letters, 142, 104737. https://doi.org/10.1016/j.sysconle.2020.104737 (Original work published 2020)
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Mathew, J., Masson, G. S., & Danion, F. R. (2020). Sex differences in visuomotor tracking. Scientific Reports, 10(1). https://doi.org/10.1038/s41598-020-68069-0 (Original work published 2020)
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Wang, Z., & Jungers, R. (2020). A data-driven method for computing polyhedral invariant sets of black-box switched linear systems. IEEE Control Systems Letters, 1. https://doi.org/10.1109/lcsys.2020.3044838 (Original work published 2020)
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Hoffmann, T., Peel, L., Lambiotte, R., & Jones, N. S. (2020). Community detection in networks without observing edges. Science advances, 6(4). https://doi.org/10.1126/sciadv.aav1478 (Original work published 2020)
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Mulders, D., De Bodt, C., Bjelland, J., Pentland, A., Verleysen, M., & de Montjoye, Y.-A. (2020). Inference of node attributes from social network assortativity. Neural Computing and Applications, 32, 18023-18043. https://doi.org/10.1007/s00521-018-03967-z (Original work published 2020)
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Costa, C. M., & Nunes Grapiglia, G. (2020). A subspace version of the Wang–Yuan Augmented Lagrangian-Trust Region method for equality constrained optimization. Applied Mathematics and Computation, 387(0096-3003). https://doi.org/10.1016/j.amc.2019.124861 (Original work published 2020)
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Ozdamar, I., Alipour Sormoli, M., Delhaye, B., Lefèvre, P., & Basdogan, C. (2020). Step-Change in Friction under Electrovibration. IEEE Transactions on Haptics, 13(1), 137-143. https://doi.org/10.1109/toh.2020.2966992 (Original work published 2020)
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Laudadio, T., Mastronardi, N., & Van Dooren, P. (2020). Computing the eigenvectors of nonsymmetric tridiagonal matrices. Computational Mathematics and Mathematical Physics, 61, p. 733-749. https://hdl.handle.net/2078.5/254753 (Original work published 2021)
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Quéguiner-Mathieu, A., & Tignol, J.-P. (2020). Decomposability of orthogonal involutions in degree 12. Pacific Journal of Mathematics, 304(1), 169-180. https://doi.org/10.2140/pjm.2020.304.169 (Original work published 2020)
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Cinelli, M., Peel, L., Iovanella, A., & Delvenne, J.-C. (2020). Network constraints on the mixing patterns of binary node metadata. Physical Review E, 102(6). https://doi.org/10.1103/physreve.102.062310 (Original work published 2020)
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Coutinho, J. D., Lefèvre, P., & Blohm, G. (2020). Confidence in predicted position error explains saccadic decisions during pursuit. Journal of Neurophysiology. Published. https://doi.org/10.1152/jn.00492.2019 (Original work published 2020)
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Dechouniotis, D., Athanasopoulos, N., Leivadeas, A., Mitton, N., Jungers, R., & Papavassiliou, S. (2020). Edge Computing Resource Allocation for Dynamic Networks: The DRUID-NET Vision and Perspective. Sensors, 20(8), 2191. https://doi.org/10.3390/s20082191 (Original work published 2020)
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Legat, B., Rakovic, S. V., & Jungers, R. (2020). Piecewise Semi-Ellipsoidal Control Invariant Sets. IEEE Control Systems Letters, 5(3), 755-760. https://doi.org/10.1109/lcsys.2020.3005326 (Original work published 2021)
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Crevecoeur, F., Mathew, J., Bastin, M., & Lefèvre, P. (2020). Feedback Adaptation to Unpredictable Force Fields in 250 ms. eNeuro, 7(2), ENEURO. https://doi.org/10.1523/eneuro.0400-19.2020 (Original work published 2020)
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Hastir, A., Winkin, J. J., & Dochain, D. (2020). On exponential bistability of equilibrium profiles of nonisothermal axial dispersion tubular reactors. IEEE Transactions on Automatic Control, 1. https://doi.org/10.1109/tac.2020.3014457 (Original work published 2020)
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Birpoutsoukis, G., & Hendrickx, J. (2020). Gaussian process regression for the estimation of stable univariate time-series processes. ESANN 2020 Proceedings, P685-690. https://hdl.handle.net/2078.5/254639 (Original work published 2020)
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Shi, M., De Persis, C., Tesi, P., & Monshizadeh, N. (2020). Bias Estimation in Sensor Networks. IEEE Transactions on Control of Network Systems, 7(3), 1534-1546. https://doi.org/10.1109/tcns.2020.2984684 (Original work published 2020)
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Legat, B., Parrilo, P. A., & Jungers, R. (2020). Certifying Unstability of Switched Systems Using Sum of Squares Programming. SIAM Journal on Control and Optimization, 58(4), 2616-2638. https://doi.org/10.1137/18m1173460 (Original work published 2020)
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Van Hoorebeeck, L., Absil, P.-A., & Papavasiliou, A. (2020). Global Solution of Economic Dispatch with Valve Point Effects and Transmission Constraints. Electric Power Systems Research, 189, 106786. https://doi.org/10.1016/j.epsr.2020.106786 (Original work published 2020)
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Nesterov, Y., & Protasov, V. Yu. (2020). Computing Closest Stable Nonnegative Matrix. SIAM Journal on Matrix Analysis and Applications, 41(1), 1-28. https://doi.org/10.1137/17m1144568 (Original work published 2020)
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Moshtaghpour, A., Bioucas-Dias, J. M., & Jacques, L. (2020). Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling with Haar Wavelet Basis. IEEE Transactions on Information Theory, 66(11), 7253-7273. https://doi.org/10.1109/tit.2020.2992852 (Original work published 2020)
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Romo-Hernandez, R., Hudon, N., Ydstie, E., & Dochain, D. (2020). Pressure Control for Liquid-Vapor Systems far from Thermodynamic Equilibrium. Industrial & Engineering Chemistry Research, 59(6), 2252-2260. https://hdl.handle.net/2078.5/170008 (Original work published 2019)
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Gutiérrez-Gómez, L., Vohryzek, J., Chiêm, B., Baumann, P. S., Conus, P., Cuenod, K. D., Hagmann, P., & Delvenne, J.-C. (2020). Stable biomarker identification for predicting schizophrenia in the human connectome. NeuroImage: Clinical, 27, 102316. https://doi.org/10.1016/j.nicl.2020.102316 (Original work published 2020)
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Freitas, N., Delvenne, J.-C., & Esposito, M. (2020). Stochastic and Quantum Thermodynamics of Driven RLC Networks. Physical Review X, 10(3). https://doi.org/10.1103/physrevx.10.031005 (Original work published 2020)
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Mehrmann, V., & Van Dooren, P. (2020). Optimal robustness of passive discrete-time systems. IMA Journal of Mathematical Control & Information, 37(4), 1248-1269. https://doi.org/10.1093/imamci/dnaa013 (Original work published 2020)
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2025Massion, B., & Massart, E. (2025). Grassmannian Frame Computation via Accelerated Alternating Projections. Published. Sampling Theory and Applications, Vienna. https://doi.org/10.1109/SampTA64769.2025.11133550
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Rotaru, T., Panagiotis, P., & Glineur, F. (2025). Tight Analysis of Difference-of-Convex Algorithm (DCA) Improves Convergence Rates for Proximal Gradient Descent. Published. The 28th International Conference on Artificial Intelligence and Statistics, Phuket, Thailand. https://hdl.handle.net/2078.5/252415
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Bayat, A., Abate, A., Ozay, N., & Jungers, R. (2025). LLM-Enhanced Symbolic Control for Safety-Critical Applications. Published. IFAC-ICONS, Padova, Italy. https://doi.org/10.1016/j.ifacol.2025.12.008
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Jongeneel, W., & Jungers, R. (2025). On preorders of path-complete Lyapunov functions through lifts. Book of Abstracts 44th Benelux Meeting on Systems and Control. Published. 44th Benelux Meeting on Systems and Control, Egmond aan Zee, The Netherlands. https://hdl.handle.net/2078.5/267727
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Zhang, S., Jungers, R., & Lei, W. (2025). Region of Synchronization Estimation for Complex Networks via SOS Programming. 2025 European Control Conference (ECC), Thessaloniki, Greece. https://hdl.handle.net/2078.5/267647
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ANDRIANASOLO, M. N., RALANTONIRINA, M. R., baillet, D., Wertz, V., & NTIBASHIRAKANDI, L. (2025). Une expérience malgache en matière de formation professionnelle des enseignants du supérieur : impact et perspectives du Certificat en pédagogie universitaire (CPU) enraciné à l’Université d’Antananarivo – Madagascar. QPES2025 :Questions de Pédagogies dans l’Enseignement Supérieur, Brest, France. https://hdl.handle.net/2078.5/242671
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Bianchin, G., & van Scoy, B. (2025). The Discrete-time Internal Model Principle of Time-varying Optimization: Limitations and Algorithm Design. 2025 IEEE 64th Conference on Decision and Control (CDC), Rio de Janeiro, Brazil. https://hdl.handle.net/2078.5/266829
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Berger, G., & Jungers, R. (2025). Online complexity estimation for repetitive scenario design. Published. 2025 IEEE 64th Conference on Decision and Control (CDC), Rio de Janeiro, Brazil.
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Mil-Homens Cavaco, N., Jacques, L., & Absil, P.-A. (2025). Exoplanet detection in angular and spectral differential imaging with an accelerated proximal gradient algorithm. Published. ESANN 2025, Bruges (Belgium) and online. https://doi.org/10.14428/esann/2025.es2025-103
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Tachella, J., Davies, M., & Jacques, L. (2025). UNSURE: self-supervised learning with Unknown Noise level and Stein’s Unbiased Risk Estimate. 13th International Conference on Learning Representations (ICLR 2025). Published. 13th International Conference on Learning Representations (ICLR 2025), Singapore.
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Kamali, S., Berger, G., & Sankaranarayanan, S. (2025). Polyhedral control Lyapunov functions for switched affine systems. Published. 28th ACM International Conference on Hybrid Systems: Computation and Control, Irvine, CA, USA. https://doi.org/10.1145/3716863.3718048
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Van Dessel, G., & Glineur, F. (2025). Presolve techniques for quasi-convex chance constraints with finite-support low-dimensional uncertainty. Proceedings of the 5th International Conference on MCO 2025. Published. 5th International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, Metz, France.
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Mehrnoosh, A., & Bianchin, G. (2025). Optimization of Linear Multi-Agent Dynamical Systems via Feedback Distributed Gradient Descent Methods. IEEE Xplore. Published. 2025 American Control Conference (ACC), Denver, CO, USA. https://doi.org/10.23919/acc63710.2025.11107569
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Banse, A., Giannis Delimpaltadakis, Luca Laurenti, Manuel M. Mazo, & Jungers, R. (2025). Smart abstraction of stochastic systems using memory. 44th Benelux Meeting on Systems and Control, Egmond aan Zee (The Netherlands). https://hdl.handle.net/2078.5/242289
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Ghanbarpour, M., Berger, G., & Sankaranarayanan, S. (2025). Controlled supermartingale functions for stochastic differential equations: inference and applications. Published. 2025 IEEE 64th Conference on Decision and Control (CDC), Rio de Janeiro, Brazil.
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Delogne, R., & Jacques, L. (2025). Random Features for Grassmannian Kernels. Published. 2025 IEEE Statistical Signal Processing Workshop (SSP), Edinburgh, United Kingdom. https://doi.org/10.1109/ssp64130.2025.11073301
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Hanon, T., Mil-Homens Cavaco, N., Kiely, J., & Jacques, L. (2025). Herglotz-NET: Implicit Neural Representation of Spherical Data with Harmonic Positional Encoding. Published. 2025 International Conference on Sampling Theory and Applications (SampTA), Vienna, Austria. https://doi.org/10.1109/sampta64769.2025.11133527
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Janssens, A., Banse, A., Calbert, J., & Jungers, R. (2025). Agile Temporal Discretization for Symbolic Optimal Control. 2025 IEEE 64th Conference on Decision and Control (CDC), Rio de Janeiro, Brazil. https://hdl.handle.net/2078.5/267651
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Debauche, V., Edwards, A., Jungers, R., & Abate, A. (2025). Formal Synthesis of Lyapunov Stability Certificates for Linear Switched Systems using ReLU Neural Networks. Published. 2nd International Conference on Neuro-symbolic Systems, University of Pennsylvania, Philadelphia, Pennsylvania, USA. https://hdl.handle.net/2078.5/267047
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Rotaru, T., Patrinos, P., & Glineur, F. (2025). Tight Convergence Rates in Gradient Mapping for the Difference-of Convex Algorithm. Proceedings of the 5th International Conference on MCO 2025. Published. 5th International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, Metz, France.
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Banse, A., Delimpaltadakis, G., Laurenti, L., Mazo, M., & Jungers, R. (2025). Memory-dependent abstractions of stochastic systems through the lens of transfer operators. Published. HSCC ’25: Computation and Control, Irvine CA USA. https://doi.org/10.1145/3716863.3718039
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Vernimmen, P., & Glineur, F. (2025). Empirical and computer-aided robustness analysis of long-step and accelerated methods in smooth convex optimization. Proceedings of the 5th International Conference on MCO 2025. Published. 5th International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, Metz, France.
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Mataigne, S., Absil, P.-A., & Miolane, N. (2025). On the Approximation of the Riemannian Barycenter. Lecture Notes in Computer Science : Geometric Science of Information, p. 12-21. https://doi.org/10.1007/978-3-032-03921-7_2
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Mehrnoosh, A., & Bianchin, G. (2025). Optimization of Linear Multi-Agent Dynamical Systems via Feedback Distributed Gradient Descent Methods. Published. 2025 American Control Conference (ACC), Denver, CO, USA. https://doi.org/10.23919/acc63710.2025.11107569
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Jongeneel, W., & Jungers, R. (2025). Ordering and refining path-complete Lyapunov functions through composition lifts. 2025 IEEE 64th Conference on Decision and Control (CDC), Rio de Janeiro, Brazil. https://hdl.handle.net/2078.5/267659
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Vuille, A., Berger, G., & Jungers, R. (2025). A stochastic-optimization-based adaptive-sampling scheme for data-driven stability analysis of switched linear systems. Published. 2025 IEEE 64th Conference on Decision and Control (CDC), Rio de Janeiro, Brazil.
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Goyens, F., Absil, P.-A., & Feppon, F. (2025). Geometric Design of the Tangent Term in Landing Algorithms for Orthogonality Constraints. Lecture Notes in Computer Science : Geometric Science of Information, p. 133-141. https://doi.org/10.1007/978-3-032-03924-8_14
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2024Bianchin, G., & Delvenne, J.-C. (2024). Cycle families and Resilience of Dynamical Networks. IEEE Xplore. Published. 2024 American Control Conference (ACC), Toronto, ON, Canada. https://doi.org/10.23919/acc60939.2024.10644385
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Anand, M., Jungers, R., Zamani, M., & Allgöwer, F. (2024). Path-Complete Barrier Functions for Safety of Switched Linear Systems. Published. 2024 IEEE 63rd Conference on Decision and Control (CDC), Milan, Italy. https://doi.org/10.1109/cdc56724.2024.10886799
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Berger, G., Ghanbarpour, M., & Berger, G. (2024). Cone-based abstract interpretation for nonlinear positive invariant synthesis. Published. 27th ACM International Conference on Hybrid Systems: Computation and Control, Hong Kong, China. https://doi.org/10.1145/3641513.3650127
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Van Brandt, L., Flandre, D., & Delvenne, J.-C. (2024). Stochastic Nonlinear Dynamical Modelling of SRAM Bitcells in Retention Mode. IEEE Xplore. Published. 2024 8th IEEE Electron Devices Technology & Manufacturing Conference (EDTM), Bangalore, India. https://doi.org/10.1109/edtm58488.2024.10512067
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Mataigne, S., Johan Mathe, Sophia Sanborn, Christopher Hillar, & Nina Miolane. (2024). The Selective G-Bispectrum and its Inversion: Applications to G-Invariant Networks. Advances in Neural Information Processing Systems 37 (NeurIPS 2024), p. 115682--115711. https://hdl.handle.net/2078.5/252410
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Debauche, V., Jungers, R., & et al. (2024). Formal Synthesis of Lyapunov Stability Certificates for Linear Switched Systems using ReLU Neural Networks. 6th Annual Learning for Dynamics & Control Conference, Oxford. https://hdl.handle.net/2078.5/252034
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Vizuete Haro, R. S., & Hendrickx, J. (2024). Nonlinear identifiability of directed acyclic graphs with partial excitation and measurement. Proceedings of the 61th IEEE Conference on Decision and Control (CDC 2024). Published. 2024 IEEE 63rd Conference on Decision and Control (CDC), Milan, Italy. https://doi.org/10.1109/cdc56724.2024.10886435
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Bousselmi, N., Pustelnik, N., Hendrickx, J., & Glineur, F. (2024). Comparison of Proximal First-Order Primal and Primal-Dual Algorithms via Performance Estimation. Eusipco 2024, p. 2647-2651. https://doi.org/10.23919/EUSIPCO63174.2024.10715388
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Jungers, R., Calbert, J., Mattenet, S., Girard, A., & et al. (2024). Memoryless concretization relation. Published. HSCC ’24: Proceedings of the 27th ACM International Conference on Hybrid Systems: Computation and Control, Hong Kong. https://doi.org/10.1145/3641513.3650132
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Delogne, R., & Jacques, L. (2024). Quadratic polynomial kernel approximation with asymmetric embeddings. Published. DEEPK24, Leuven. https://hdl.handle.net/2078.5/252133
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Jungers, R. (2024). Statistical comparison of Path-Complete Lyapunov Functions: a Discrete-Event Systems perspective. Published. WODES 2024, Rio de Janeiro, Brazil. https://hdl.handle.net/2078.5/252152
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Loucheur, B., Absil, P.-A., & Journée, M. (2024). Weather Data Imputation Using Graph-Based Low-Rank Matrix Completion with Variable Projection. Proceedings of BNAIC/BeNeLearn 2024, p. 1-16. https://hdl.handle.net/2078.5/254224
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Eertmans, J., Oestges, C., Jacques, L., & et al. (2024). Fully Differentiable Ray Tracing via Discontinuity Smoothing for Radio Network Optimization. Proceedings 18th European Conference on Antennas and Propagation, 1-5. https://doi.org/10.23919/EuCAP60739.2024.10501570
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Berger, G., Narasimhamurthy, M., & Sankaranarayanan, S. (2024). Algorithms for identifying flagged and guarded linear systems. Published. 27th ACM International Conference on Hybrid Systems: Computation and Control, Hong Kong, China. https://doi.org/10.1145/3641513.3650140
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Legat, A., & Hendrickx, J. (2024). Combinatorial Characterization for Global Identifiability of Separable Networks with Partial Excitation and Measurement. 2023 62nd IEEE Conference on Decision and Control (CDC), p. 2471-2476. https://doi.org/10.1109/cdc49753.2023.10383708
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Banse, A., Licio Romao, Alessandro Abate, & Jungers, R. (2024). Smart abstraction of dynamical systems via a Cantor-Kantorovich distance between Markov chains. 43rd Benelux Meeting on Systems and Control, Blankenberge, Belgium. https://hdl.handle.net/2078.5/27268
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Van Brandt, L., Delvenne, J.-C., & Flandre, D. (2024). Variability-Aware Noise-Induced Dynamic Instability of Ultra-Low-Voltage SRAM Bitcells. IEEE Xplore. Published. 2024 IEEE 15th Latin America Symposium on Circuits and Systems (LASCAS), Punta del Este, Uruguay. https://doi.org/10.1109/lascas60203.2024.10506179
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Sechaud, V., Jacques, L., & Tachella, J. (2024). Equivariance-based self-supervised learning for audio signal recovery from clipped measurements. Published. 32nd European Signal Processing Conference (EUSIPCO), Lyon. https://hdl.handle.net/2078.5/253656
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Vizuete Haro, R. S., Frasca, P., & Panteley, E. (2024). SIS Epidemics on Open Networks: A Replacement-Based Approximation. Published. 2024 European Control Conference (ECC), Stockholm, Sweden. https://doi.org/10.48550/arXiv.2403.16727
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Cassandre Tasiaux, Dochain, D., Joshua Taylor, Alain Rapaport, & Peter Vanrolleghem. (2024). Optimization of the Paris wastewater treatment plants and sewer network: preliminary results. Published. Control conference Africa, Mauritius. https://hdl.handle.net/2078.5/218094
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Vernimmen, P., & Glineur, F. (2024). Convergence analysis of an inexact gradient method on smooth convex functions. ESANN 2024 proceedings. Published. ESANN 2024, European Symposium on Artificial Neural Networks, Computational Intellignece and Machine Learning, Bruges (Belgium) and online. https://doi.org/10.14428/esann/2024.es2024-171
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Debauche, V., Alec Edwards, Jungers, R., & Alessandro Abate. (2024). Stability Analysis of Switched Linear Systems with Neural Lyapunov Functions. The 38th Annual AAAI Conference on Artificial Intelligence, Vancouver. https://hdl.handle.net/2078.5/252147
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Colla, S., & Hendrickx, J. (2024). On the Optimal Communication Weights in Distributed Optimization Algorithms. Published. 26th International Symposium on Mathematical Theory of Networks and Systems MTNS 2024, Cambridge,United Kingdom. https://doi.org/10.1016/j.ifacol.2024.10.107
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Rafanomezantsoa, N. R., Frenay, M., Colognesi, S., & Wertz, V. (2024). Les pratiques de pédagogies actives à l’Université d’Antananarivo (UA) à Madagascar : Quelle diversité pour la consolidation du système d’enseignement supérieur (le système LMD) ? Le colloque Éducatif Présent 2024, Montréal (Canada). https://hdl.handle.net/2078.5/242662
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Doumont, D., Delhaye, B., & Lefèvre, P. (2024). Measurement and Modeling of 3-D Fingertip Mechanical Response to Normal Loading. Eurohaptics Annual Meeting Workshop, Lille. https://hdl.handle.net/2078.5/239192
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2023Delogne, R., Schellekens, V., Daudet, L., & Jacques, L. (2023). Signal processing after quadratic random sketching with optical units. Published. First International Symposium on Computational Sensing (ISCS23), Luxembourg. https://doi.org/10.48550/arXiv.2307.14672
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Leblanc, O., Hofer, M., Sivankutty, S., Rigneault, H., & Jacques, L. (2023). Interferometric single-pixel imaging with a multicore fiber. Submitted. International Symposium on Computational Sensing (ISCS23), Luxembourg. https://doi.org/10.48550/arXiv.2307.08562
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Calbert, J., & Jungers, R. (2023). Data-driven heuristic symbolic models and application to limit-cycle detection. Published. American Control Conference (ACC), San Diego, CA, USA. https://doi.org/10.23919/ACC55779.2023.10156175
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Vermeylen, C., Olikier, G., & Van Barel, M. (2023). An Approximate Projection onto the Tangent Cone to the Variety of Third-Order Tensors of Bounded Tensor-Train Rank. In F. Nielsen and F. Barbaresco (ed.), Lecture Notes in Computer Science : Geometric Science of Information, volume14071 (p. p. 484-493). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-38271-0_48
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Cunis, T., & Legat, B. (2023). Sequential Sum-of-Squares Programming for Analysis of Nonlinear Systems. Published. American Control Conference (ACC), San Diego, CA, USA. https://doi.org/10.23919/ACC55779.2023.10156153
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Daglayan Sevim, H., Vary, S., Cantalloube, F., Absil, P.-A., & Absil, O. (2023). Likelihood ratio map for direct exoplanet detection. 2022 IEEE 5th International Conference on Image Processing Applications and Systems (IPAS), p. 1-5. https://doi.org/10.1109/ipas55744.2022.10052997
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Delogne, R., Schellekens, V., Daudet, L., & Jacques, L. (2023). Signal Processing with Optical Quadratic Random Sketches. Published. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece. https://doi.org/10.1109/icassp49357.2023.10096869
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Jacques Kadima, & Dochain, D. (2023). Optimal Boundary State Feedback Control by Triangularization of the Counterflow Heat Exchanger Model. IEEEXplore. Published. IEEE Conference on Decision and Control, Singapore. https://doi.org/10.1109/CDC49753.2023.10383615
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Doumont, D., Kao, A., Gerling, G., Delhaye, B., & Lefèvre, P. (2023). 3-D reconstruction of the fingertip during tactile interaction. Society for Neuroscience Annual Meeting, Washingthon. https://hdl.handle.net/2078.5/239202
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X. Zhang, Chuanhou Gao, & Dochain, D. (2023). Capturing persistence of delayed complex balanced chemical reaction systems via decomposition of semilocking sets. IEEEXplore. Published. Conference on Decision and Control, Singapore. https://hdl.handle.net/2078.5/231715
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Loucheur, B., Absil, P.-A., & Journée, M. (2023). Graph-Based Matrix Completion Applied to Weather Data. 31st European Signal Processing Conference (EUSIPCO 2023), Helsinki. https://doi.org/10.48550/arXiv.2306.08627
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Rubbens, A., Bousselmi, N., Colla, S., & Hendrickx, J. (2023). Interpolation Constraints for Computing Worst-Case Bounds in Performance Estimation Problems. 2023 62nd IEEE Conference on Decision and Control (CDC), p. 3015-3022. https://doi.org/10.1109/cdc49753.2023.10384170
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Berger, G., & Sankaranarayanan, S. (2023). Template-based piecewise affine regression. Published. The 5th Annual Learning for Dynamics and Control Conference, Philadelphia, PA, USA.
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Delhaye, B., Lallemand, S., Doumont, D., & Lefèvre, P. (2023). Impact of moisture on the biomechanical response of finger pad skin. Society for Neuroscience Annual Meeting, Washingthon. https://hdl.handle.net/2078.5/239199
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Banse, A., Romao, L., Abate, A., & Jungers, R. (2023). Data-driven Abstractions via Adaptive Refinements and a Kantorovich Metric. Published. 2023 62nd IEEE Conference on Decision and Control (CDC), Singapore, Singapore. https://doi.org/10.1109/cdc49753.2023.10383513
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Van Brandt, L., Silveira, F., Delvenne, J.-C., & Flandre, D. (2023). On Noise-Induced Transient Bit Flips in Subthreshold SRAM. 9th EUROSOI-ULIS, Tarragona, Spain. https://hdl.handle.net/2078.5/255200
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Wang, Z., Chen, B., Jungers, R., & Yu, l. (2023). Data-driven reachability analysis of Lipschitz nonlinear systems via support vector data description. 2023 62nd IEEE Conference on Decision and Control (CDC), Singapore. https://hdl.handle.net/2078.5/252078
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Beghin, P., & et al. (2023). Using photogrammetry for the objective morphological study of early violins. ICIAM 2023, Tokyo.
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Jacques Kadima, & Dochain, D. (2023). Parameter Estimation of Hyperbolic Model of Counterflow Heat Exchanger. Published. IFAC World Congress, Yokohama. https://hdl.handle.net/2078.5/218086
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Chorobura, F., Glineur, F., & Necoara, I. (2023). Can random proximal coordinate descent be accelerated on nonseparable convex composite minimization problems? 2023 European Control Conference (ECC). Published. 2023 European Control Conference (ECC), Bucharest, Romania. https://doi.org/10.23919/ecc57647.2023.10178217
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Jungers, R., Calbert, J., Neves Egidio, L., & et al. (2023). Smart abstraction based on iterative ellipsoidal covering. 42rd Benelux Meeting on Systems and Control, Elspeet, The Netherlands. https://hdl.handle.net/2078.5/252339
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Kamri, A. Y., Hendrickx, J., & Glineur, F. (2023). On the Worst-Case Analysis of Cyclic Coordinate-Wise Algorithms on Smooth Convex Functions. Proceedings of the European Control Conference ECC 2023. Published. European Control Conference (ECC 2023), Bucharest, Romania. https://doi.org/10.23919/ECC57647.2023.10178198
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Van Brandt, L., Vercauteren, R., Haya Enriquez, D., André, N., Kilchytska, V., Flandre, D., & Delvenne, J.-C. (2023). Variance and Skewness of Current Fluctuations Experimentally Evidenced in Single-Photon Avalanche Diodes. 2023 International Conference on Noise and Fluctuations (ICNF). Published. 2023 International Conference on Noise and Fluctuations (ICNF), Grenoble, France. https://doi.org/10.1109/ICNF57520.2023.10472747
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Alain Rapaport, & Dochain, D. (2023). Design of Asymptotic Observers to Estimate Parameters of Systems That Are Not Asymptotically Identifiable. Published. IFAC World Congress, Yokohama. https://hdl.handle.net/2078.5/218180
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Vary, S., Daglayan Sevim, H., Jacques, L., & Absil, P.-A. (2023). Low-Rank Plus Sparse Trajectory Decomposition for Direct Exoplanet Imaging. Published. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece. https://doi.org/10.1109/icassp49357.2023.10096197
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Shi Xiaopeng, Chuanhou Gao, & Dochain, D. (2023). Accurate Control to Run and Stop Chemical Reactions Via Relaxation Oscillators. Published. IFAC World Congress, Yokohama. https://hdl.handle.net/2078.5/218110
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Debauche, V., Jungers, R., & et al. (2023). Formal Synthesis of Path-Complete Lyapunov Functions on Neural Templates. 42th Benelux meeting on systems and control, Elspeet. https://hdl.handle.net/2078.5/252119
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Beghin, P., Ceulemans, A.-E., & Glineur, F. (2023). L’usage de la photogrammétrie pour l’étude morphologique de violons anciens. XIVe Congrès de la Société française d’histoire des sciences et des techniques, Bordeaux.
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Massart, E., & Abrol, V. (2023). Coordinate descent on the Stiefel manifold for deep neural network training. ESANN 2023 proceedings. Published. 31st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning., Bruges, Belgium.
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Van Brandt, L., & Delvenne, J.-C. (2023). The non-Landauer Bound for the Dissipation of Bit Writing Operation. Published. 2023 IEEE 23rd International Conference on Nanotechnology (NANO), Jeju City, Korea, Republic of. https://doi.org/10.1109/nano58406.2023.10231222
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Tanji, S., Vecchia, A. D., Glineur, F., & Villa, S. (2023). Snacks: a fast large-scale kernel SVM solver. IEEE Xplore. Published. 2023 European Control Conference (ECC), Bucharest, Romania. https://doi.org/10.23919/ecc57647.2023.10178323
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Doumont, D., AR Kao, GJ Gerling, Browet, A., Delhaye, B., & Lefèvre, P. (2023). 3-D reconstruction of the fingertip deformation during tactile interactions. Worldhaptics conference. Worldhaptics Annual Meeting. https://hdl.handle.net/2078.5/239196
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Vizuete Haro, R. S., & Hendrickx, J. (2023). Nonlinear Network Identifiability: The Static Case. Published. 2023 62nd IEEE Conference on Decision and Control (CDC), Singapore, Singapore. https://doi.org/10.1109/cdc49753.2023.10383333
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Eertmans, J., Oestges, C., Jacques, L., & et al. (2023). Min-Path-Tracing: A Diffraction Aware Alternative to Image Method in Ray Tracing. Published. 17th Conference on Antennas and Propagations, Florence, Italy. https://doi.org/10.23919/EuCAP57121.2023.10132934
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Debauche, V., Della Rossa, M., & Jungers, R. (2023). Characterization of the ordering of path-complete stability certificates with addition-closed templates. 26th ACM International Conference on Hybrid Systems: Computation and Control, San Antonio, TX, USA. https://hdl.handle.net/2078.5/252382
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Daglayan Sevim, H., Vary, S., Leplat, V., Gillis, N., & Absil, P.-A. (2023). Direct Exoplanet Detection Using L1 Norm Low-Rank Approximation. Published. BNAIC/BeNeLearn 2023, Delft, The Netherlands. https://doi.org/10.48550/arXiv.2304.03619
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Jacques Kadima, & Dochain, D. (2023). Thermodynamics Analysis of the Distributed Parameter Model of Counterflow Heat Exchanger. Published. IFAC World Congress, Yokohama. https://hdl.handle.net/2078.5/218091
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Daglayan Sevim, H., Vary, S., & Absil, P.-A. (2023). An Alternating Minimization Algorithm with Trajectory for Direct Exoplanet Detection. ESANN 2023 proceedings. Published. ESANN 2023 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges (Belgium) and online. https://doi.org/10.14428/esann/2023.es2023-137
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Calbert, J., Neves Egidio, L., & Jungers, R. (2023). An Efficient Method to Verify the Inclusion of Ellipsoids. IFAC World Congress 2023, Yokohama, JAPAN. https://hdl.handle.net/2078.5/269604
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Van Brandt, L., Silveira, F., Delvenne, J.-C., Bol, D., & Flandre, D. (2023). Variability and Intrinsic Noise Effects in ULV CMOS SRAM Demystified. IEEE Latin American Electron Devices Conference 2023, Puebla, Mexico. https://hdl.handle.net/2078.5/254834
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Bianchin, G. (2023). Data-Driven Exact Pole Placement for Linear Systems. IEEE Xplore. Published. 2023 62nd IEEE Conference on Decision and Control (CDC), Singapore, Singapore. https://doi.org/10.1109/CDC49753.2023.10384008
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2022Beghin, P. (2022). A digital tool to differentiate between a reduced and a non reduced violin. Journée du Doctorat en Musicologie, Bruxelles.
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Ren, W., Jungers, R., Vlahakis, E., Athanasopoulos, N., & et al. (2022). Optimal Resource Scheduling and Allocation in Distributed Computing Systems. In IEEE (ed.), 2021 American Control Conference (pp. 2327-2332). https://doi.org/10.23919/ACC53348.2022.9867340
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Delhaye, B., Schiltz, F., Thonnard, J.-L., & Lefèvre, P. (2022). Fingerpad mechanics and grip force adaptation to friction during object manipulation. Eurohaptics Annual Meeting Workshop, Hamburg, Germany. https://hdl.handle.net/2078.5/239188
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Duterme, T., & Thomas, Q. (2022). The development of Model Risk Management: a Luhmannian perspective. 1st MUSEES Conference Modeling Uncertainty in Social, Economic, and Environmental Sciences, EMLyon Business School. https://hdl.handle.net/2078.5/269335
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Cordova Bulens, D., Delhaye, B., Lefèvre, P., & Redmond, S. J. (2022). Instrumented object for finger pad imaging during active manipulation. Eurohaptics Annual Meeting, Hamburg, Germany. https://hdl.handle.net/2078.5/239190
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Banse, A., Romao, L., Abate, A., & Jungers, R. (2022). Data-driven memory-dependent abstractions of dynamical systems. 5th Learning for Dynamics & Control Conference. https://hdl.handle.net/2078.5/252343
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Reed, A., Berger, G., Sankaranarayanan, S., & Heckman, C. (2022). Verified path following using neural control Lyapunov functions. Published. The 6th Conference on Robot Learning, Auckland, New Zealand.
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Duprez, G., Delhaye, B., & Delannay, L. (2022). Influence of tissue anisotropy on fingertip deformation nearby tactile mechanoreceptors. Euromech Colloquium 627, Frankfurt. https://hdl.handle.net/2078.5/231169
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Wang, Z., & Jungers, R. (2022). Immersion-based model predictive control of constrained nonlinear systems: Polyflow approximation. Published. 2021 European Control Conference (ECC), Delft, Netherlands. https://doi.org/10.23919/ecc54610.2021.9655233
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Ren, W., & Jungers, R. (2022). Reachability-based Control Synthesis under Signal Temporal Logic Specifications. Published. American Control Conference (ACC), Atlanta, GA, USA. https://doi.org/10.23919/ACC53348.2022.9867813
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Corniani, G., Lee, Z., Carré, M. J., Lewis, R., Delhaye, B., & Saal, H. P. (2022). Imaging sub-surface skin strain patterns during fingertip sliding. Eurohaptics Annual Meeting, Hamburg, Germany. https://hdl.handle.net/2078.5/229282
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Alves Lima, T., Della Rossa, M., Gouaisbaut, F., Jungers, R., & Tarbouriech, S. (2022). Systems with both constant and time-varying delays: a switched systems approach and application to observer-controller co-design. 61st IEEE Conference on Decision and Control, Cancún, Mexico. https://hdl.handle.net/2078.5/252341
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Schiltz, F., Delhaye, B., Thonnard, J.-L., & Lefèvre, P. (2022). Grip Force is adjusted at a level that maintains an upper bound on partial slip across friction conditions during object manipulation. IEEE Hatpics Symposium, Virtual event. https://hdl.handle.net/2078.5/239204
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Banse, A., Wang, Z., & Jungers, R. (2022). Black-box stability analysis of hybrid systems with sample-based multiple Lyapunov functions. 61st IEEE Conference on Decision and Control, Cancún, Mexico. https://hdl.handle.net/2078.5/252157
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du Bois, S., Cordova Bulens, D., Lefèvre, P., Redmond, S. J., & Delhaye, B. (2022). Finger pad deformation under torsion. Eurohaptics Annual Meeting, Hamburg, Germany. https://hdl.handle.net/2078.5/239191
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Vizuete Haro, R. S., Monnoyer de Galland de Carnières, C., Hendrickx, J., Frasca, P., & Panteley, E. (2022). Resource allocation in open multi-agent systems: an online optimization analysis. 2022 IEEE 61st Conference on Decision and Control (CDC). Published. 2022 IEEE 61st Conference on Decision and Control (CDC), Cancun, Mexico. https://doi.org/10.1109/cdc51059.2022.9993038
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Delogne, R., Schellekens, V., & Jacques, L. (2022). ROP inception: signal estimation with quadratic random sketching. 30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, Belgium. https://hdl.handle.net/2078.5/253649
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Debauche, V., Della Rossa, M., & Jungers, R. (2022). Necessary and Sufficient Conditions for Template-Dependent Ordering of Path-Complete Lyapunov Methods. Published. 25th ACM International Conference on Hybrid Systems: Computation and Control. https://doi.org/10.1145/3501710.3519539
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Della Rossa, M., & Jungers, R. (2022). Almost sure Stability of Stochastic Switched Systems: Graph lifts-based Approach. 61st IEEE Conference on Decision and Control, Cancún, Mexico. https://doi.org/10.1109/cdc51059.2022.9993079
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G Corniani, Z Lee, MJ Carré, R Lewis, Delhaye, B., & HP Saal. (2022). Sub-surface skin strain patterns during natural object interactions. Society for Neuroscience Annual Meeting. https://hdl.handle.net/2078.5/164632
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Massart, E., & Abrol, V. (2022). Coordinate Descent on the Orthogonal Group for Recurrent Neural Network Training. Published. 36th AAAI conference on artificial intelligence (online), 2022., online. https://doi.org/10.1609/aaai.v36i7.20742
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Berger, G., Jungers, R., & Wang, Z. (2022). Data-driven invariant subspace identification for black-box switched linear systems. 2022 IEEE 61st Conference on Decision and Control (CDC), Cancun, Mexico. https://doi.org/10.1109/CDC51059.2022.9993022
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Cothren, L., Ospina, A. M., Bianchin, G., & Dall’Anese, E. (2022). Online Optimization of Linear-Time Invariant Dynamical Systems with Cost Perception. IEEE Xplore. Published. 2022 56th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA. https://doi.org/10.1109/ieeeconf56349.2022.10052021
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Wang, Z., & Jungers, R. (2022). Probabilistic guarantees on the objective value for the scenario approach via sensitivity analysis. 2022 IEEE 61st Conference on Decision and Control (CDC). Published. 2022 IEEE 61st Conference on Decision and Control (CDC), Cancun, Mexico. https://doi.org/10.1109/cdc51059.2022.9993351
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Banse, A., Wang, Z., & Jungers, R. (2022). Learning stability guarantees for data-driven constrained switching linear systems. 25th International Symposium on Mathematical Theory of Networks and Systems, Bayreuth, Germany. https://hdl.handle.net/2078.5/252301
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Bousselmi, N., Hendrickx, J., & Glineur, F. (2022). Performance Estimation of First-Order Methods on Quadratic Functions. In ed.: Baumann, Michael Heinrich ; Grüne, Lars ; Jacob, Birgit ; Worthmann, Karl (ed.), Extended Abstracts presented at the 25th International Symposium on Mathematical Theory of Networks and Systems MTNS 2022 : held 12-16 September 2022 in Bayreuth, Germany (pp. 771-774). https://doi.org/10.15495/EPub_UBT_00006809
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Vizuete Haro, R. S., Monnoyer de Galland de Carnières, C., Hendrix, J., Frasca, P., & Panteley, E. (2022). Resource allocation in open multi-agent systems: an online optimization analysis. 61st Conference on Decision and Control (CDC2022), Cancun(Mexico). https://hdl.handle.net/2078.5/254637
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Neves Egidio, L., Alves Lima, T., & Jungers, R. (2022). State-feedback abstractions for optimal control of piecewise-affine systems. Published. IEEE 61st Conference on Decision and Control (CDC), 2022, Cancún, Mexico. https://doi.org/10.1109/cdc51059.2022.9992495
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Colla, S., & Hendrickx, J. (2022). Automated Performance Estimation for Decentralized Optimization via Network Size Independent Problems. Proceedings of the IEEE Conference on Decision and Control, p. 5185-5191. https://doi.org/10.48550/arXiv.2210.00695
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Duprez, G., Delannay, L., & Delhaye, B. (2022). Influence of tissue anisotropy on fingertip deformation at the location of tactile mechanoreceptors. Eurohaptics Annual Meeting Workshop, Hamburg, Germany. https://hdl.handle.net/2078.5/231170
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Massart, E. (2022). Orthogonal regularizers in deep learning: how to handle rectangular matrices? Proceedings of the IEEE International Conference on Pattern Recognition (ICPR). Published. 2022 26th International Conference on Pattern Recognition (ICPR), Montreal, QC, Canada. https://doi.org/10.1109/icpr56361.2022.9956205
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Leblanc, O., Hofer, M., Sivankutty, S., Rigneault, H., & Jacques, L. (2022). An Interferometric view of Speckle Imaging. Workshop on Low-Rank Models and Applications -- LRMA 22, Mons. https://hdl.handle.net/2078.5/253663
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Berger, G., & Sankaranarayana, S. (2022). Learning fixed-complexity polyhedral Lyapunov functions from counterexamples. Published. 2022 IEEE 61st Conference on Decision and Control (CDC), Cancun, Mexico. https://doi.org/10.1109/CDC51059.2022.9992338
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Gao, B., Vary, S., Ablin, P., & Absil, P.-A. (2022). Optimization flows landing on the Stiefel manifold. Published. 25th IFAC Symposium on Mathematical Theory of Networks and Systems MTNS 2022, Bayreuth, GERMANY. https://doi.org/10.1016/j.ifacol.2022.11.023
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Massart, E. (2022). Improving weight clipping in Wasserstein GANs. Proceedings of the IEEE International Conference on Pattern Recognition (ICPR). Published. 2022 26th International Conference on Pattern Recognition (ICPR), Montreal, QC, Canada. https://doi.org/10.1109/icpr56361.2022.9956056
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Coquelet, M., Lejeune, M., Moens, M., Riehl, J., Bricteux, L., & Chatelain, P. (2022). Tackling control and modeling challenges in wind energy with data-driven tools. IUTAM Symposium on Data-driven modeling and optimization in fluid mechanics, Aarhus (Denmark). https://hdl.handle.net/2078.5/228916
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Berger, G., Narasimhamurthy, M., Watanabe, K., Lahijanian, M., & Sankaranarayanan, S. (2022). An algorithm for learning switched linear dynamics from data. Published. The Thirty-Sixth Annual Conference on Neural Information Processing Systems, New Orleans, LA, USA.
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Banse, A., Wang, Z., & Jungers, R. (2022). Learning stability guarantees for data-driven constrained switching linear systems. 41th Benelux Meeting on Systems and Control, Brussels. https://hdl.handle.net/2078.5/252399
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Della Rossa, M., & Jungers, R. (2022). Memory-Based Lyapunov Functions and Path-complete Framework: Equivalence and Properties. 10th International Conference on Systems and Control (ICSC), Marseille, France. https://hdl.handle.net/2078.5/164609
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2021Hamaide, V., & Glineur, F. (2021). Transfer learning in Bayesian optimization for the calibration of a beam line in proton therapy. ESANN 2021 proceedings. Published. ESANN 2021, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Online event. https://doi.org/10.14428/esann/2021.ES2021-79
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Ren, W. (2021). Razumikhin-type Control Lyapunov and Barrier Functions for Time-Delay Systems. 2021 60th IEEE Conference on Decision and Control (CDC), p. 5471-5476. https://doi.org/10.1109/cdc45484.2021.9682928
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Legat, B., Bouchat, J., & Jungers, R. (2021). Abstraction-based branch and bound approach to Q-learning for hybrid optimal control. Published. 3rd Annual Learning for Dynamics & Control Conference, ETH Zurich. https://hdl.handle.net/2078.5/252416
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Aspeel, A., Rutledge, K., Jungers, R., Macq, B., Ozay, N., & et al. (2021). Optimal Control for Linear Networked Control Systems with Information Transmission Constraints. Published. 60th IEEE Conference on Decision and Control (CDC), Austin, Texas. https://doi.org/10.1109/CDC45484.2021.9683476
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Gao, B., Nguyen, T. S., Absil, P.-A., & Stykel, T. (2021). Geometry of the Symplectic Stiefel Manifold Endowed with the Euclidean Metric. In Frank Nielsen, Frédéric Barbaresco (Eds.) (ed.), Lecture Notes in Computer Science : Geometric Science of Information (p. p. 789-796). Springer International Publishing,2021. https://doi.org/10.1007/978-3-030-80209-7_85
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Bianchin, G., Vaquero, M., Cortes, J., & Dall’Anese, E. (2021). Data-Driven Synthesis of Optimization-Based Controllers for Regulation of Unknown Linear Systems. IEEE Xplore. Published. 2021 60th IEEE Conference on Decision and Control (CDC), Austin, TX, USA. https://doi.org/10.1109/cdc45484.2021.9682795
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Colla, S., & Hendrickx, J. (2021). Automated Worst-Case Performance Analysis of Decentralized Gradient Descent. Proceedings of the 60th IEEE Conference on Decision and Control (CDC), 2623-2629. https://hdl.handle.net/2078.5/254717
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Verstraete, J. (2021). Une interprétation des ordres héréditaires dans les algèbres simples centrales (à involution) comme les anneaux des jauges discrètes. Séminaire d’algèbre et de logique de Mons, Université de Mons. https://hdl.handle.net/2078.5/166895
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Legat, A., & Hendrickx, J. (2021). Path-Based Conditions for Local Network Identifiability. Proceedings of the 60th IEEE Conference on Decision and Control (CDC), 3020-3025. https://doi.org/10.1109/cdc45484.2021.9683062
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Debauche, V., & Jungers, R. (2021). Comparison of Path-Complete Stability Criteria via Quantifier Elimination. 40th Benelux meeting on systems and control, Rotterdam. https://hdl.handle.net/2078.5/252092
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Kamri, A. Y., Glineur, F., & Hendrickx, J. (2021). On the minimal and maximal smooth convex interpolating functions. Book of Abstracts — Benelux Workshop on Systems and Control, p. 76. https://hdl.handle.net/2078.5/252182
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Pinto, S. C., Andersson, S. B., Hendrickx, J., & Cassandras, C. G. (2021). Optimal Minimax Mobile Sensor Scheduling Over a Network. American Control Conference (ACC), New Orleans, LA (virtual). https://hdl.handle.net/2078.5/254697
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Sjoerd, D., Genzel, M., Jacques, L., & Stollenwerk, A. (2021). The Separation Capacity of Random Neural Networks. 2021 Online International Conference on Computational Harmonic Analysis (Online-ICCHA2021), Ingolstadt, Germany. https://hdl.handle.net/2078.5/253651
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Berger, G., & Rabi, M. (2021). Bounds on set exit times of affine systems, using Linear Matrix Inequalities. Published. 7th IFAC Conference on Analysis and Design of Hybrid Systems, Virtual. https://doi.org/10.1016/j.ifacol.2021.08.512
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Hautecoeur, C., Glineur, F., & De Lathauwer, L. (2021). Hierarchical alternating nonlinear least squares for nonnegative matrix factorization using rational functions. 2021 29th European Signal Processing Conference (EUSIPCO). Published. 2021 29th European Signal Processing Conference (EUSIPCO), Dublin, Ireland. https://doi.org/10.23919/eusipco54536.2021.9615922
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Legat, B., & Jungers, R. (2021). Geometric control of algebraic systems. Accepted/in-press. 7th IFAC Conference on Analysis and Design of Hybrid Systems, Brussels. https://hdl.handle.net/2078.5/274571
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Corniani, G., Lee, Z., Carré, M., Lewis, R., Delhaye, B., & Saal, H. (2021). Imaging dynamic sub-surface skin strain patterns during tactile exploration using Optical Coherence Tomography. Society for Neuroscience Annual Meeting, Virtual event. https://hdl.handle.net/2078.5/227999
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Mathew, J., Lefèvre, P., & Crevecoeur, F. (2021). Savings in human reaching is linked to feedback adaptation. Neural Control of Movement, Online. https://hdl.handle.net/2078.5/254415
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Monnoyer De Galland De Carnières, C., Vizuete, R., Hendrickx, J., Frasca, P., & Panteley, E. (2021). Random coordinate descent algorithm for open multi-agent systems with complete topology and homogeneous agents. Proceedings of the 60th IEEE Conference on Decision and Control (CDC), 1701-1708. https://hdl.handle.net/2078.5/254745
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Ren, W., Calbert, J., & Jungers, R. (2021). Zonotope-based Controller Synthesis for LTL Specifications. 2021 60th IEEE Conference on Decision and Control (CDC), p. 580-585. https://doi.org/10.1109/cdc45484.2021.9683150
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Pinto, S. C., Andersson, S. B., Hendrickx, J., & Cassandras, C. G. (2021). A Semidefinite Programming Approach to Discrete-time Infinite Horizon Persistent Monitoring. Proceedings of the European Control Conference (ECC 21), p. 799-804. https://doi.org/10.23919/ecc54610.2021.9654916
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Leblanc, O., Tadrist, L., Moreau, N., Brun-Barrière, B., Gilet, T., & Hackens, B. (2021). An Affordable Pedagogical Setup for Wave-particule Duality and Applications to Chaotic Stadium Cavity. Published. 2021 15th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), Nis, Serbia. https://doi.org/10.1109/telsiks52058.2021.9606385
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Shi, M., & Hendrickx, J. (2021). Energy savings alone cannot explain the emergence of birds echelon formations. Proceedings of the 60th IEEE Conference on Decision and Control (CDC) 2021, 6957-6962. https://doi.org/10.1109/cdc45484.2021.9682910
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Calbert, J., Legat, B., Egidio, L. N., & Jungers, R. (2021). Alternating Simulation on Hierarchical Abstractions. Published. 2021 60th IEEE Conference on Decision and Control (CDC), Austin, TX, USA. https://doi.org/10.1109/cdc45484.2021.9683448
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Monnoyer de Galland de Carnières, G., Feuillen, T., Jacques, L., & Vandendorpe, L. (2021). Sparse Factorization-based Detection of Off-the-Grid Moving targets using FMCW radars. Proceedings of ICASSP 2021, Toronto, Ontario, Canada, 6-11 June 2021. Published. ICASSP 2021, Toronto, Ontario, Canada. https://hdl.handle.net/2078.5/253664
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Barreto, J., De Neyer, M., Lefèvre, P., & Gorez, R. (2021). Qualitative physics versus fuzzy sets theory in modeling and control. In IEEE (ed.), Proceedings IECON ’91: 1991 International Conference on Industrial Electronics, Control and Instrumentation (p. p. 1651-1656). IEEE. https://doi.org/10.1109/iecon.1991.239092
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Debauche, V., Della Rossa, M., & Jungers, R. (2021). Template-Dependent Lifts for Path-Complete Stability Criteria and Application to Positive Switching Systems. Published. 7th IFAC Conference on Analysis and Design of Hybrid Systems. https://doi.org/10.1016/j.ifacol.2021.08.490
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Ren, W., Jungers, R., & et al. (2021). Event-Triggered Tracking Control of Networked and Quantized Control Systems. 2021 European Control Conference (ECC), p. 632-637. https://doi.org/10.23919/ecc54610.2021.9654945
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Daroczy, B. Z., & Rácz, D. (2021). Gradient representations in ReLU networks as similarity functions. ESANN 2021 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Published. ESANN 2021 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Online event (Bruges, Belgium). https://doi.org/10.14428/esann/2021.es2021-153
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Monnoyer de Galland de Carnières, G., Feuillen, T., Vandendorpe, L., & Jacques, L. (2021). Going Below and Beyond, Off-the-Grid Velocity Estimation from 1-bit Radar Measurements. Proceedings of RadarConf 2021. Published. IEEE Radar Conference (RadarConf 2021), Virtual. https://hdl.handle.net/2078.5/236107
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Berger, G., Jungers, R., & Wang, Z. (2021). Chance-constrained quasi-convex optimization with application to data-driven switched systems control. Published. The Third Annual Conference on Learning for Dynamics and Control, Virtual.
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Berger, G., & Jungers, R. (2021). Complexity of the LTI system trajectory boundedness problem. Published. 2021 60th IEEE Conference on Decision and Control (CDC), Virtual.
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Wang, Z., Berger, G., & Jungers, R. (2021). Data-driven feedback stabilization of switched linear systems with probabilistic stability guarantees. Published. 2021 60th IEEE Conference on Decision and Control (CDC), Virtual. https://doi.org/10.1109/cdc45484.2021.9683233
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Rossa, M. D., Wang, Z., Egidio, L. N., & Jungers, R. M. (2021). Data-driven stability analysis of switched affine systems. Published. 2021 60th IEEE Conference on Decision and Control (CDC), Austin, TX, USA. https://doi.org/10.1109/cdc45484.2021.9682823
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Lefèvre, P., De Neyer, M., Gorez, R., & Barreto, J. (2021). Fuzzy internal models in vision systems modelling. In IEEE (ed.), Proceedings IROS ’91:IEEE/RSJ International Workshop on Intelligent Robots and Systems ’91 (p. p. 105-110). IEEE. https://doi.org/10.1109/iros.1991.174434
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Anthony Hastir, Winkin, J., & Denis Dochain. (2021). Local exponential stabilization of nonlinear infinite-dimensional systems. Published. IEEE Conference on Decision and Control, Austin, Texas, USA. https://hdl.handle.net/2078.5/107909
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2020Delhaye, B., Nokerman, H., Schiltz, F., Thonnard, J.-L., & Lefèvre, P. (2020). Fingerpad deformations during oscillatory movement of a hand-held object. Eurohaptics Annual Meeting, Leiden, The Netherlands. https://hdl.handle.net/2078.5/239201
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Schellekens, V., & Jacques, L. (2020). When compressive learning fails: blame the decoder or the sketch? in Proceedings of iTWIST′20, Paper-ID: 22, Nantes, France, December, 2-4, 2020. Published. iTWIST′20, Nantes, France. https://hdl.handle.net/2078.5/219838
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Hendrickx, J., Olshevsky, A., & Saligrama, v. (2020). MinimaxRank-1Factorization. Accepted/in-press. 23rd International Conference on Artificial Intelligence and Statistics (AISTATS2020), Palermo, Sicily, Italy. https://hdl.handle.net/2078.5/254782
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Pinto, S. C., Andersson, S. B., Hendrickx, J., & Cassandras, C. G. (2020). Multi-Agent Infinite Horizon Persistent Monitoring of Targets with Uncertain States in Multi-Dimensional Environments. Published. 21st IFAC World Congress 2020, Berlin. https://doi.org/10.1016/j.ifacol.2020.12.2845
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Berger, G., & Jungers, R. (2020). Finite data-rate feedback stabilization of continuous-time switched linear systems with unknown switching signal. Published. 2020 59th IEEE Conference on Decision and Control (CDC), Virtual. https://doi.org/10.1109/CDC42340.2020.9304214
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Bianchin, G., & Pasqualetti, F. (2020). Routing Apps May Cause Oscillatory Congestions in Traffic Networks. 2020 59th IEEE Conference on Decision and Control (CDC), Jeju, Korea (South).
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Hendrickx, J., & Rabbat, M. G. (2020). Stability of Decentralized Gradient Descent in Open Multi-Agent Systems. Published. 59th Conference on Decision and Control (CDC 2020), Jeju( Korea) Virtual. https://hdl.handle.net/2078.5/254683
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Legat, A., & Hendrickx, J. (2020). Local Network Identifiability with Partial Excitation and Measurement. Published. 57th IEEE Conference on Decision and Control (CDC 2020), Jeju( Korea) Virtual. https://hdl.handle.net/2078.5/254655
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HASTIR, A., Winkin, J., & Dochain, D. (2020). On Local Stability of Equilibrium Profiles of Nonisothermal Axial Dispersion Tubular Reactors. Accepted/in-press. 21st IFAC World Congress, Berlin. https://hdl.handle.net/2078.5/169324
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Aspeel, A., Gouverneur, A., Jungers, R., & Macq, B. (2020). Optimal Measurement Budget Allocation For Particle Filtering. IEEE International Conference on Image Processing, Abu Dhabi (United Arab Emirates). https://doi.org/10.1109/ICIP40778.2020.9190702
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Legat, B., Dowson, O., Garcia, J. D., & Lubin, M. (2020). MathOptInterface: A Data Structure for Mathematical Optimization Problems. INFORMS Annual Meeting, Virtual. https://hdl.handle.net/2078.5/274588
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Hautecoeur, C., & Glineur, F. (2020). Image completion via nonnegative matrix factorization using HALS and B-splines. ESANN2020, 28th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning. Published. ESANN 2020,28th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, Bruges, Belgium. https://hdl.handle.net/2078.5/273555
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Wang, Z., & Jungers, R. (2020). A data-driven immersion technique for linearization of discrete-time nonlinear systems. Published. 21st IFAC World Congress 2020, Berlin. https://doi.org/10.1016/j.ifacol.2020.12.845
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Ramseier, A., Banaï, M., Ducarme, D., & Wertz, V. (2020). Évaluer à distance, dans l’urgence, un cours de dynamique de groupe. 4eme colloque AUPTIC.Education 2020, Louvain-la-Neuve, Belgium (en ligne). https://hdl.handle.net/2078.5/238476
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Monnoyer de Galland de Carnières, G., Vandendorpe, L., & Jacques, L. (2020). Factorization over interpolation: A fast continuous orthogonal matching pursuit. in Proceedings of iTWIST′20, Paper-ID: 45, Nantes, France, December, 2-4, 2020. Published. iTWIST′20, Nantes, France. https://hdl.handle.net/2078.5/236109
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Feuillen, T., Davies, M., Vandendorpe, L., & Jacques, L. (2020). One Bit to Rule Them All: Binarizing the Reconstruction in 1-bit Compressive Sensing. in Proceedings of iTWIST′20, Paper-ID: 26, Nantes, France, December, 2-4, 2020. Published. iTWIST′20, Nantes, France. https://hdl.handle.net/2078.5/219629
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Legat, B., Gomes, C. Â. G., Karalis, P., Jungers, R., Navarro-López, E. M., & Hans Vangheluwe. (2020). Stability of Planar Switched Systems under Delayed Event Detection. Accepted/in-press. 59th IEEE Conference on Decision and Control, Virtual. https://hdl.handle.net/2078.5/274580
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Legat, B., & Weisser, T. (2020). SumOfSquares: A Julia package for Polynomial Optimization. INFORMS Annual Meeting, Virtual. https://hdl.handle.net/2078.5/274576
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Legat, B., Rakovic, S. V., & Jungers, R. (2020). Piecewise semi-ellipsoidal control invariant sets. Accepted/in-press. 59th IEEE Conference on Decision and Control, Virtual. https://hdl.handle.net/2078.5/274573
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Jungers, R. (2020). Control in the IoT: How to deal with various heterogeneous non-idealities? Proceedings of the European Control Conference (ECC 20), p. 1559. https://doi.org/10.23919/ecc51009.2020.9143635
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Berger, G., & Jungers, R. (2020). Worst-case topological entropy and minimal data rate for state observation of switched linear systems. Published. 23rd International Conference on Hybrid Systems: Computation and Control, Virtual. https://doi.org/10.1145/3365365.3382195
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Valentin, C., Dochain, D., Jallut, C., & Dos Santos Martins, V. (2020). Representation of a Continuous Settling Tank by Hybrid Partial Differential Non Linear Equations for Control Design. Accepted/in-press. 21st IFAC World Congress, Berlin. https://hdl.handle.net/2078.5/169322
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Debauche, V., & Jungers, R. (2020). On Path-Complete Lyapunov Functions : comparison between a graph and its expansion. 39th Benelux meeting on systems and control, Elspeet, The Netherlands. https://hdl.handle.net/2078.5/252097
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Beniich, N., Abouzaid, B., & Dochain, D. (2020). Extremum seeking control for a mass structured cell population balance model in a bioreactor. Accepted/in-press. 21st IFAC World Congress, Berlin. https://hdl.handle.net/2078.5/169315
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Schellekens, V., & Jacques, L. (2020). Compressive Learning of Generative Networks. Published. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Bruges, Belgium. https://hdl.handle.net/2078.5/253570
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Berger, G., & Jungers, R. (2020). Topological entropy and minimal data rate for state observation of LTV systems. Published. IFAC World Congress 2020, Virtual. https://doi.org/10.1016/j.ifacol.2020.12.1007
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Jacques, L., & Feuillen, T. (2020). Keep the phase! Signal recovery in phase-only compressive sensing. in Proceedings of iTWIST′20, Paper-ID: 25, Nantes, France, December, 2-4, 2020. Published. iTWIST′20, Nantes, France. https://hdl.handle.net/2078.5/228676
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Kadima Kazaku, J., Dochain, D., Winkin, J., Mukepe Kahilu, M., & Kalenga Kaunde Kasongo, J. (2020). Port-Hamiltonian Sliding Mode Observer Design for a Counter-current Heat Exchanger. Accepted/in-press. 21st IFAC World Congress, Berlin. https://hdl.handle.net/2078.5/169310
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Dochain, D., Casenave, C., Henri, C., & Noon, L. (2020). Modelling and control of particulate systems - three industrial(ly based) case studies. Accepted/in-press. 21st IFAC World Congress, Berlin. https://hdl.handle.net/2078.5/169318
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Mehdifar, F., & et al. (2020). Towards Prescribed Performance Control of Persistent Formations with Signed Area Constraints. 39th Benelux Meeting on Systems and Control, Elspeet, The Netherlands.
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Shi, M., Feng, S., & Ishii, H. (2020). Quantized State Feedback Stabilization of Nonlinear Systems Under DoS. 24th International Symposium on Mathematical Theory of Networks and Systems., Cambridge, UK. https://hdl.handle.net/2078.5/254744
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Pairet, B., Cantalloube, F., & Jacques, L. (2020). Morphological components analysis for circumstellar disks imaging. in Proceedings of iTWIST′20, Paper-ID: 44, Nantes, France, December, 2-4, 2020. Published. iTWIST′20, Nantes, France. https://hdl.handle.net/2078.5/219512
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Pinto, S. C., Andersson, S. B., Hendrickx, J., & Cassandras, C. G. (2020). Optimal Periodic Multi-Agent Persistent Monitoring of a Finite Set of Targets with Uncertain States. Published. 2020 American Control Conference (ACC), Denver, CO, USA. https://doi.org/10.23919/acc45564.2020.9147376
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Mei, W., Bullo, F., Chen, G., Hendrickx, J., & Dörfler, F. (2020). Rethinking the Micro-Foundation of Opinion Dynamics: Rich Consequences of an Inconspicuous Change. Published. 21st IFAC World Congress 2020, Berlin. https://doi.org/10.1016/j.ifacol.2021.04.187
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Shi, M. (2020). Resilient asynchronous rendezvous of second-order agents under communication noise. 59th Conference on Decision and Control(CDC 2020), Jeju Island, Republic of Korea. https://hdl.handle.net/2078.5/254739
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Wang, Z., Jungers, R. M., & Ong, C.-J. (2020). Computing invariant sets of discrete-time nonlinear systems via state immersion. Published. 21st IFAC World Congress 2020, Berlin. https://doi.org/10.1016/j.ifacol.2020.12.1558
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Hendrickx, J., Olshevsky, A., & Saligrama, V. (2020). Minimax Rate for Learning From Pairwise Comparisons in the BTL Model. Published. the 37th International Conference on Machine Learning (ICML 2020), virtual. https://hdl.handle.net/2078.5/254652
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El Khoury, G., Libouton, X., Thonnard, J.-L., Lefèvre, P., Penta, M., & Barbier, O. (2020). Manual ability in hand surgery patients: validation of the ABILHAND scale in four diagnostic groups. 25th FESSH-EFSHT Congress - ‘Hands in the Heart of Europe’(live streaming), (Hungary) Budapest. https://hdl.handle.net/2078.5/239200
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2025Rubbens, A. (2025). Interpolation conditions for exact computer-aided analysis of optimization methods. https://hdl.handle.net/2078.5/258618
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Van Dessel, G. (2025). Efficient methods for structured nonconvex optimization and optimization under inexact oracles. https://hdl.handle.net/2078.5/275036
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Colmant, L. (2025). Screening for Alzheimer’s pathology in the elderly population : focus on spatial navigation. https://hdl.handle.net/2078.5/242372
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Pinon, B. (2025). Computational limitations in Artificial Intelligence algorithms. https://hdl.handle.net/2078.5/256533
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Daglayan Sevim, H. (2025). Low-rank techniques for exoplanet detection in high contrast images. https://hdl.handle.net/2078.5/240946
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Legat, A. (2025). Generic local identifiability in dynamical networks : from algebraic characterizationto algorithms for signal selection. https://hdl.handle.net/2078.5/256546
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Vandergooten, S. (2025). From Earth to Orbit : influence of graviceptive inputs on reach and grip behavior.
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Bousselmi, N. (2025). Performance analysis of primal-dual and second-order optimization methods. https://hdl.handle.net/2078.5/249328
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Kamri, Y. (2025). Contributions to Performance Estimation Problems for the Analysis and Design of First-Order Optimization Methods. https://hdl.handle.net/2078.5/275045
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2024Blondiaux Pirson, F. (2024). Study of the fingerprint of essential tremor in motor control and its links on cerebellar-cortical connectivity. https://hdl.handle.net/2078.5/232817
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Colla, S. (2024). Computer-aided analysis of decentralized optimization methods. https://hdl.handle.net/2078.5/233135
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Calbert, J. (2024). Abstraction relations over dynamical systems : theory and algorithms.
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Cho, J. (2024). Optimization under uncertainty with power system applications. https://hdl.handle.net/2078.5/30159
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Leblanc, O. (2024). Compressive and neural-representation strategies for inverse problems From interferometric imaging to diffraction tomography. https://hdl.handle.net/2078.5/233544
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Hoffmann, A. (2024). Dynamic multisensory integration during human reaching movements. https://hdl.handle.net/2078.5/217105
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Debauche, V. (2024). Path-Complete and Neural Lyapunov Functions: Computation and Performance. https://hdl.handle.net/2078.5/233158
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2023Kadima Kazaku, J. (2023). Modelling, analysis and control of counterflow heat exchangers : an infinite-dimensional and thermodynamic approach. https://hdl.handle.net/2078.5/104089
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Olikier, G. (2023). First-order optimization on stratified sets : theory and algorithms. https://hdl.handle.net/2078.5/102763
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2022Rodomanov, A. (2022). Quasi-Newton methods with provable efficiency guarantees. https://hdl.handle.net/2078.5/101482
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Monnoyer de Galland de Carnières, C. (2022). Open multi-agent systems: representation, limitations and decentralized optimization. https://hdl.handle.net/2078.5/101405
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Schiltz, F. (2022). Fingerpad mechanics and grip force adaptation to friction during object manipulation. https://hdl.handle.net/2078.5/103418
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Hautecoeur, C. (2022). Nonnegative Matrix Factorization using parametrizable functions. https://hdl.handle.net/2078.5/101459
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Van Brandt, L. (2022). Statistical analyses of intrinsic noise and variability effects in CMOS digital latches. https://hdl.handle.net/2078.5/101170
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Dewez, J. (2022). Computational approaches for lower bounds on the nonnegative rank. https://hdl.handle.net/2078.5/110698
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De Comite, A. (2022). Behavioral studies of dynamical control policies underlying human reaching movements. https://hdl.handle.net/2078.5/233555
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Van Hoorebeeck, L. (2022). Nonconvex and nonsmooth economic dispatch. https://hdl.handle.net/2078.5/103377
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Aspeel, A. (2022). Optimal sampling for state estimation of stochastic dynamical systems. https://hdl.handle.net/2078.5/165024
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2021Dong, S. (2021). Low-rank matrix and tensor completion using graph-based regularization. https://hdl.handle.net/2078.5/110433
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Opsomer, L. (2021). Short- and long-term adaptation of grip dynammics and arm kinematics to altered gravito-inertial environments. https://hdl.handle.net/2078.5/24910
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Chiêm, B. (2021). Interweaving structure and function in human brain networks. https://hdl.handle.net/2078.5/108722
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Doikov, N. (2021). New second-order and tensor methods in convex optimization. https://hdl.handle.net/2078.5/107884
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El Khoury, G. (2021). Patient-centered outcomes in hand surgery. https://hdl.handle.net/2078.5/167177
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Berger, G. (2021). Dominated splitting and quantization of hybrid systems : towards efficient control of cyber-physical systems and networked control systems. https://hdl.handle.net/2078.5/107212
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Schellekens, V. (2021). Extending the compressive statistical learning framework : quantization, privacy and beyond. https://hdl.handle.net/2078.5/165616
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2020Verstraete, J. (2020). The Witt group of a dyadic valued field and hereditary orders over discrete valuation rings. https://hdl.handle.net/2078.5/114906
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Legat, B. (2020). Set programming : theory and computation. https://hdl.handle.net/2078.5/274574
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Gousenbourger, P.-Y. (2020). Interpolation and fitting on Riemannian manifolds. https://hdl.handle.net/2078.5/121514
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Liénardy, J. (2020). Integrable lattice models and supersymmetry. https://hdl.handle.net/2078.5/121500
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