Publications
inma |
INMA publications
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2025Doumont, Donatien ; Kao, Anika R. ; Lambert, Julien ; Wielant, François ; Gerling, Gregory J. ; Delhaye, Benoit ; Lefèvre, Philippe. 3-D Reconstruction of Fingertip Deformation During Contact Initiation. In: Multisensory Research, , p. 1-26 (2025). doi:10.1163/22134808-bja10168.
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Feuillen, Thomas ; Vandendorpe, Luc ; Jacques, Laurent. A Novel Multiplicative Phase Dithering Scheme for 1-bit Compressive Radar. In: IEEE Journal on Selected Topics in Signal Processing, , p. 1-15 (2025). doi:10.1109/JSTSP.2025.3606387 (Accepté/Sous presse).
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Opsomer, Laurent ; Vandergooten, Simon ; Tagliabue, Michele ; Thonnard, Jean-Louis ; Lefèvre, Philippe ; McIntyre, Joseph. A Singular Theory of Sensorimotor Coordination: On Targeted Motions in Space. In: The Journal of Neuroscience, Vol. 45, no.8, p. 1-11 (2025).
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Pinon, Brieuc ; Jungers, Raphaël M. ; Delvenne, Jean-Charles. A limitation on black-box dynamics approaches to Reinforcement Learning. In: Transactions on Machine Learning Research, (2025) (Accepté/Sous presse).
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Rocher, Luc ; Hendrickx, Julien ; Montjoye, Yves-Alexandre de. A scaling law to model the effectiveness of identification techniques. In: Nature Communications, Vol. 16, no.1 (2025). doi:10.1038/s41467-024-55296-6.
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Mehrnoosh, Amir ; Speciale, Giuseppe ; Brumali, Riccardo ; Notarstefano, Giuseppe ; Bianchin, Gianluca. ARGFree: A Randomized Gradient-Free algorithm for Aggregative Cooperative Optimization and Applications to Robotic Formation (Extended Version). In: IEEE Transactions on Control of Network Systems, (2025) (Soumis).
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Mataigne, Simon ; Zimmermann, Ralf ; Miolane, Nina. An Efficient Algorithm for the Riemannian Logarithm on the Stiefel Manifold for a Family of Riemannian Metrics. In: SIAM Journal on Matrix Analysis and Applications, Vol. 46, no.2, p. 879-905 (2025). doi:10.1137/24M1647801.
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Farid, Yousef ; Jungers, Raphaël M.. Binary Combinatorial Optimization-based Path Planning and Optimal Reach Control in Piecewise Linear Neural Abstraction Domain. In: Neurocomputing, Vol. 669 (2026). doi:10.1016/j.neucom.2025.132504.
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Mataigne, Simon ; Absil, Pierre-Antoine ; Miolane, Nina. Bounds on the geodesic distances on the Stiefel manifold for a family of Riemannian metrics. In: Linear Algebra and its Applications, Vol. 730, p. 1-34 (2026). doi:10.1016/j.laa.2025.10.003.
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Banse, Adrien ; Romao, Licio ; abate, Alessandro ; Jungers, Raphaël M.. Data-driven memory-dependent abstractions of dynamical systems via a Cantor-Kantorovich metric. In: IEEE Transactions on Automatic Control, Vol. 70, no. 12, p. 8092-8103 (2025). doi:10.48550/arXiv.2405.08353.
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Fanuel, Michaël ; Aspeel, Antoine ; Schaub, Michael T. ; Delvenne, Jean-Charles. Ellipsoidal Embeddings of Graphs. In: SIAM Journal on Applied Mathematics, Vol. 85, no.2, p. 413-432 (2025). doi:10.1137/24m1648363.
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Zamani, Moslem ; Glineur, François. Exact convergence rate of the last iterate in subgradient methods. In: SIAM Journal on Optimization, Vol. 35, no. 3, p. 2182-2201 (2025). doi:10.1137/24M1717762.
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Van Scoy, Bryan ; Bianchin, Gianluca. Feedback Optimization of Dynamical Systems in Time-Varying Environments: An Internal Model Principle Approach. In: IEEE Transactions on Cognitive and Developmental Systems, (2025). doi:10.48550/arXiv.2508.03503 (Soumis).
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Doikov, Nikita ; Nunes Grapiglia, Geovani. First and Zeroth-Order Implementations of the Regularized Newton Method with Lazy Approximated Hessians. In: Journal of Scientific Computing, Vol. 103, no.1 (2025). doi:10.1007/s10915-025-02842-z (Soumis).
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Doyen, Astrid ; Lefèvre, Philippe ; Crevecoeur, Frédéric. Interference between flexible and adaptive reaching control. In: eNeuro, (2025). doi:https://doi.org/10.1523/ENEURO.0237-25.2025 (Accepté/Sous presse).
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Doré, Sydney ; Coutinho, Jonathan ; Khan, Aarlenne Z. ; Lefèvre, Philippe ; Blohm, Gunnar. Latency and amplitude of catch-up saccades to accelerating targets. In: Journal of Neurophysiology, Vol. 133, no.1, p. 3-13 (2025). doi:10.1152/jn.00123.2024.
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Chen, Qi ; Van Brandt, Léopold ; Kilchytska, Valeriya ; Bestelink, E. ; Sporea, R. A. ; Flandre, Denis. Low-frequency noise in polysilicon Source-Gated Thin-Film transistors. In: Solid-State Electronics, , p. 109099 (2025). doi:10.1016/j.sse.2025.109099.
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Leblanc, Olivier ; Chu, Chung San ; Jacques, Laurent ; Wiaux, Yves. MROP: modulated rank-one projections for compressive radio interferometric imaging. In: Monthly Notices of the Royal Astronomical Society, Vol. 543, no.2, p. 1727-1747 (2025). doi:10.1093/mnras/staf1510.
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Coutinho, Jonathan D. ; Huang, Jeff ; Lefèvre, Philippe ; Blohm, Gunnar ; Munoz, Douglas P.. Main Sequence of Human Luminance-evoked Pupil Dynamics. In: Journal of Cognitive Neuroscience, Vol. 37, no.4, p. 840-852 (2025). doi:10.1162/jocn_a_02296.
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Vandamme, Clémence ; Otlet, Virginie ; Ronsse, Renaud ; Crevecoeur, Frédéric. Measured and modelled transitions between self-paced walking and synchronization with rhythmic auditory cues. In: Journal of Neurophysiology, (2025). doi:10.1152/jn.00134.2025 (Accepté/Sous presse).
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Van Brandt, Léopold ; Bonnin, Michèle ; Banaszeski da Sila, Mauricio ; Bolcato, Pascal ; Wirth, Gilson I. ; Flandre, Denis. Modeling and Predicting Noise-Induced Failure Rates in Ultra-Low-Voltage SRAM Bitcells Affected by Process Variations. In: IEEE Transactions on Circuits and Systems Part 1: Regular Papers, Vol. 72, no.34, p. 989-1002 (2025). doi:10.1109/TCSI.2024.3525387.
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Delvenne, Jean-Charles ; Van Brandt, Léopold. Moments of Entropy Production in Dissipative Devices. In: Physical Review Letters, Vol. 134, no.23 (2025). doi:10.1103/jqsx-ycjv.
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Anand, Mahati ; Jungers, Raphaël M. ; Zamani, Majid ; Allgöwer, Frank. On the Completeness and Ordering of Path-Complete Barrier Functions. In: arXiv. doi:10.48550/arXiv.2503.19561 (Soumis).
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Berger, Guillaume ; Jungers, Raphaël M.. PAC learnability of scenario decision-making algorithms: necessary conditions and sufficient conditions. In: IEEE Control Systems Letters, Vol. 9, p. 186-191 (2025). doi:10.1109/LCSYS.2025.3568760.
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Nabou, Yassine ; Glineur, François ; Necoara, Ion. Proximal gradient methods with inexact oracle of degree q for composite optimization. In: Optimization Letters, Vol. 19, no. 2, p. 285-306 (March 2025). doi:10.1007/s11590-024-02118-9.
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Davar, D. ; Nunes Grapiglia, Geovani. TRFD: A Derivative-Free Trust-Region Method Based on Finite Differences for Composite Nonsmooth Optimization. In: SIAM Journal on Optimization, Vol. 35, no.3, p. 1792-1821 (2025). doi:10.1137/24m1701587.
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Bianchin, Gianluca ; Van Scoy, Bryan. The Internal Model Principle of Time-Varying Optimization. In: IEEE Transactions on Automatic Control, (2025). doi:10.48550/arXiv.2407.08037 (Accepté/Sous presse).
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Absil, Pierre-Antoine ; Mataigne, Simon. The Ultimate Upper Bound on the Injectivity Radius of the Stiefel Manifold. In: SIAM Journal on Matrix Analysis and Applications, Vol. 46, no.2, p. 1145-1167 (2025). doi:10.1137/24m1644808.
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Mattenet, Sébastien ; Van der Linden, Tim ; Jungers, Raphaël M.. The cohomology objects of a semi-abelian variety are small. In: Theory and Applications of Categories, Vol. 44, no. 22, p. 643-663 (2025). doi:10.48550/arXiv.2411.17200.
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Xu, Guo-Hua ; Kolchinsky, Artemy ; Delvenne, Jean-Charles ; Ito, Sosuke. Thermodynamic Geometric Constraint on the Spectrum of Markov Rate Matrices. In: Physical Review Letters, Vol. 135, no.25 (2025). doi:10.1103/z4t2-18cx.
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Mehrnoosh, Amir ; Bianchin, Gianluca. Two-point Random Gradient-free Methods for Model-free Feedback Optimization. In: IFAC World Congress, (2025) (Soumis).
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Pinheiro, Maria Eduarda ; Nunes Grapiglia, Geovani. Universal nonmonotone line search method for nonconvex multiobjective optimization problems with convex constraints. In: Computational and Applied Mathematics, Vol. 44 (2025). doi:10.1007/s40314-024-03018-5.
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Vandergooten, Simon ; Opsomer, Laurent ; Thonnard, Jean-Louis ; McIntyre Joseph ; Lefèvre, Philippe. Upright posture: a singular condition stabilizing sensorimotor coordination.. In: eNeuro, (2025) (Accepté/Sous presse).
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Queguiner, Anne ; Tignol, Jean-Pierre. Witt groups of Severi-Brauer varieties and of function fields of conics. In: Epijournal de géométrie algébrique, Vol. 9, no.4, p. 1-27 (2025). doi:10.46298/epiga.2024.11171.
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2024Banse, Adrien ; Renganathan, Venkatraman ; Jungers, Raphaël M.. A Cantor-Kantorovich Metric Between Markov Decision Processes with Application to Transfer Learning. In: arXiv preprint, (2024). doi:10.48550/arXiv.2407.08324.
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Bendokat, Thomas ; Zimmermann, Ralf ; Absil, Pierre-Antoine. A Grassmann manifold handbook: basic geometry and computational aspects. In: Advances in Computational Mathematics, Vol. 50, no.1 (2024). doi:10.1007/s10444-023-10090-8.
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Si, Wutao ; Absil, Pierre-Antoine ; Huang, Wen ; Jiang, Rujun ; Vary, Simon. A Riemannian Proximal Newton Method. In: SIAM Journal on Optimization, Vol. 34, no.1, p. 654-681 (2023). doi:10.1137/23m1565097.
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Cummaudo, Marco ; Obertova, Zuzana ; Lynnerup, Niels ; Petaros, Anja ; de Boer, Hans ; Baccino, Eric ; Steyn, Maryna ; Cunha, Eugenia ; Ross, Ann ; Adalian, Pascal ; Kranioti, Elena ; Fracasso, Tony ; Ferreira, Maria Teresa ; Lefèvre, Philippe ; Tambuzzi, Stefano ; Peckitt, Robin ; Campobasso, Carlo Pietro ; Ekizoglu, Oguzhan ; De Angelis, Danilo ; Cattaneo, Cristina. Age assessment in unaccompanied minors: assessing uniformity of protocols across Europe.. In: International journal of legal medicine, Vol. 138, no.3, p. 983-995 (2024). doi:10.1007/s00414-024-03157-8.
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Daglayan Sevim, Hazan ; Vary, Simon ; Absil, O. ; Cantalloube, F. ; Christiaens, V. ; Gillis, N. ; Jacques, Laurent ; Leplat, Valentin ; Absil, Pierre-Antoine. An alternating minimization algorithm with trajectory for direct exoplanet detection : The AMAT algorithm. In: Astronomy & Astrophysics, Vol. 692, p. A126 (2024). doi:10.1051/0004-6361/202451242.
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Brudermüller, Lara ; Berger, Guillaume ; Jankowski, Julius ; Bhattacharyya, Raunak ; Jungers, Raphaël M. ; Hawes, Nick. CC-VPSTO: Chance-Constrained Via-Point-based Stochastic Trajectory Optimisation for Safe and Efficient Online Robot Motion Planning. In: arXiv preprint, (2024). doi:10.48550/arXiv.2402.01370.
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Wang, Jie ; Surace, Jacopo ; Frérot, Irénée ; Legat, Benoît ; Renou, Marc-Olivier ; Magron, Victor ; Acín, Antonio. Certifying Ground-State Properties of Quantum Many-Body Systems. In: Physical Review X, Vol. 14, no.3, p. 031006 (2024). doi:10.1103/PhysRevX.14.031006.
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Calbert, Julien ; Girard, Antoine ; Jungers, Raphaël M.. Classification of simulation relations for symbolic control. In: arXiv preprint, (2024). doi:10.48550/arXiv.2410.06083.
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Duprez, Guillaume ; Delhaye, Benoit ; Delannay, Laurent. Collagen Induces Anisotropy in Fingertip Subcutaneous Tissues During Contact. In: IEEE Transactions on Haptics, Vol. 17, no. 4, p. 753-760 (2024). doi:10.1109/toh.2024.3406251.
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Mei, Wenjun ; Hendrickx, Julien ; Chen, Ge ; Bullo, Francesco ; Dörfler, Florian. Convergence, Consensus, and Dissensus in the Weighted-Median Opinion Dynamics. In: IEEE Transactions on Automatic Control, Vol. 69, no.10, p. 6700-6714 (2024). doi:10.1109/tac.2024.3376752.
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Joshua Taylor ; Alain Rapaport ; Dochain, Denis. Convex representation of metabolic networks with Michaelis-Menten kinetics. In: Bulletin of Mathematical Biology, Vol. 86, no.65, p. - (2024).
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Wang, Zheming ; Berger, Guillaume ; Jungers, Raphaël M.. Data-driven control of unknown switched linear systems using scenario optimization. In: IEEE Transactions on Automatic Control, Vol. 69, no. 11, p. 7310-7325 (2024). doi:10.1109/TAC.2024.3382610.
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Vuille, Alexis ; Berger, Guillaume ; Jungers, Raphaël M.. Data-driven stability analysis of switched linear systems using adaptive sampling. In: IFAC-PapersOnLine, Vol. 58, no. 11, p. 31-36 (2024). doi:10.1016/j.ifacol.2024.07.421.
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Calbert, Julien ; Banse, Adrien ; legat benoit ; Jungers, Raphaël M.. Dionysos.jl: a Modular Platform for Smart Symbolic Control. In: JuliaCon Proceedings, Vol. 6, no.66, p. 160 (2024). doi:10.21105/jcon.00160.
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Hoffmann, Anne ; Crevecoeur, Frédéric. Dissociable Effects of Urgency and Evidence Accumulation during Reaching Revealed by Dynamic Multisensory Integration. In: eneuro, Vol. 11, no.12, p. ENEURO.0262-24.2024 (2024). doi:10.1523/eneuro.0262-24.2024.
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AliAbbasi, Easa ; Muzammil, Muhammad ; Sirin, Omer ; Lefèvre, Philippe ; Martinsen, Ørjan Grøttem ; Basdogan, Cagatay. Effect of Finger Moisture on Tactile Perception of Electroadhesion. In: IEEE Transactions on Haptics, Vol. 17, no.4, p. 841-849 (2024). doi:10.1109/toh.2024.3441670.
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Blondiaux, Florence ; Colmant, Lise ; Lebrun, Louisien ; Hanseeuw, Bernard ; Crevecoeur, Frédéric. Erroneous Compensation for Long-Latency Feedback Delays as Origin of Essential Tremor. In: The Journal of neuroscience, Vol. 44, no. 25, p. e0069242024 [1-10] (2024). doi:10.1523/JNEUROSCI.0069-24.2024.
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Delhaye, Benoit ; Schiltz, Félicien ; Crevecoeur, Frédéric ; Thonnard, Jean-Louis ; Lefèvre, Philippe. Fast grip force adaptation to friction relies on localized fingerpad strains. In: Science Advances, Vol. 10, no. 3, p. 1-11 (2024). doi:10.1126/sciadv.adh9344.
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Ablin, Pierre ; Vary, Simon ; Gao, Bin ; Absil, Pierre-Antoine. Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints. In: Journal of Machine Learning Research, Vol. 25, no.389, p. 1-38 (2023). doi:10.48550/arXiv.2303.16510.
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Leblanc, Olivier ; Hofer, Matthias ; Sivankutty, Siddharth ; Rigneault, Hervé ; Jacques, Laurent. Interferometric Lensless Imaging: Rank-One Projections of Image Frequencies With Speckle Illuminations. In: IEEE Transactions on Computational Imaging, Vol. 10, p. 208-222 (2024). doi:10.1109/tci.2024.3359178.
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Bousselmi, Nizar ; Hendrickx, Julien ; Glineur, François. Interpolation Conditions for Linear Operators and Applications to Performance Estimation Problems. In: SIAM Journal on Optimization, Vol. 34, no.3, p. 3033-3063 (2024). doi:10.1137/23m1575391.
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Tignol, Jean-Pierre. Invariants de Witt des involutions de bas degré en caractéristique 2. In: Comptes Rendus Mathématiques / Académie des Sciences, Vol. 362, no.1, p. 1261-1271 (2024). doi:10.5802/crmath.640.
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Dopico, Froilán M. ; Marcaida, Silvia ; Quintana, María C. ; Van Dooren, Paul. Linearizations of matrix polynomials viewed as Rosenbrock's system matrices. In: Linear Algebra and its Applications, Vol. 693, p. 116-139 (2024). doi:10.1016/j.laa.2023.05.010.
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Samari, Behrad ; Rossa, Matteo Della ; Lavaei, Abolfazl ; Soudjani, Sadegh ; Jungers, Raphaël M.. Multiplicative Barrier Certificates for Probabilistic Safety of Markov Jump Systems. In: IFAC-PapersOnLine, Vol. 58, no.11, p. 63-68 (2024). doi:10.1016/j.ifacol.2024.07.426.
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Bianchin, Gianluca ; Pasqualetti, Fabio. Navigation Systems May Deteriorate Stability in Traffic Networks. In: IEEE Open Journal of Control Systems, Vol. 3, p. 239-252 (2024). doi:10.1109/ojcsys.2024.3397270.
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Zamani, Moslem ; Glineur, François ; Hendrickx, Julien. On the Set of Possible Minimizers of a Sum of Convex Functions. In: IEEE Control Systems Letters, Vol. 8, p. 1871-1876 (2024). doi:10.1109/lcsys.2024.3414378.
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Bianchin, Gianluca ; Vaquero, Miguel ; Cortés, Jorge ; Dall'Anese, Emiliano. Online Stochastic Optimization for Unknown Linear Systems: Data-Driven Controller Synthesis and Analysis. In: IEEE Transactions on Automatic Control, Vol. 69, no. 7, p. 4411-4426 (2024). doi:10.1109/tac.2023.3323581.
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Córdova Bulens, David ; du Bois de Dunilac, Sophie ; Delhaye, Benoit ; Lefèvre, Philippe ; Redmond, Stephen J.. Open-source instrumented object to study dexterous object manipulation. In: eNeuro, Vol. 11, no. 1, p. ENEURO.0211-23.2023 [1-14] (2024). doi:10.1101/2023.10.20.563288 (Accepté/Sous presse).
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Van Dessel, Guillaume ; Glineur, François. Optimal inexactness schedules for tunable oracle-based methods. In: Optimization Methods and Software, Vol. 39, no.3, p. 664-698 (2024). doi:10.1080/10556788.2023.2296982.
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Goujaud, Baptiste ; Moucer, Céline ; Glineur, François ; Hendrickx, Julien ; Taylor, Adrien B. ; Dieuleveut, Aymeric. PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python. In: Mathematical Programming Computation, Vol. 16, no.3, p. 337-367 (2024). doi:10.1007/s12532-024-00259-7.
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Benner, Peter ; Goyal, Pawan ; Van Dooren, Paul. Parameterized Interpolation of Passive Systems. In: SIAM Journal on Matrix Analysis and Applications, Vol. 45, no.2, p. 1035-1053 (2024). doi:10.1137/23m1580528.
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Berkhout, Joost ; Heidergott, Bernd ; Van Dooren, Paul. Perturbation and Inverse Problems of Stochastic Matrices. In: SIAM Journal on Matrix Analysis and Applications, Vol. 45, no.1, p. 553-584 (2024). doi:10.1137/22m1489162.
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de Walque, Jean-Marc ; de Terwangne, Christophe ; Jungers, Raphaël M. ; Piérard, Sophie F. ; Beauloye, Christophe ; Laarbaui, Fatima ; Dechamps, Mélanie ; Jacquet, Luc-Marie. Potential for recovery after extremely prolonged VV-ECMO support in well-selected severe COVID-19 patients: a retrospective cohort study. In: BMC pulmonary medicine, Vol. 24, no. 1, p. 19 [1-9] (2024). doi:10.1186/s12890-023-02836-3.
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Van Brandt, Léopold ; Delvenne, Jean-Charles. Predicting State Transitions in Autonomous Nonlinear Bistable Systems With Hidden Stochasticity. In: IEEE Control Systems Letters, Vol. 8, p. 850-855 (2024). doi:10.1109/lcsys.2024.3401586.
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Monnoyer de Galland de Carnières, Charles ; Vizuete Haro, Renato Sebastian ; Hendrickx, Julien ; Panteley, Elena ; Frasca, Paolo. Random Coordinate Descent for Resource Allocation in Open Multiagent Systems. In: IEEE Transactions on Automatic Control, Vol. 69, no.11, p. 7600-7613 (2024). doi:10.1109/tac.2024.3394349.
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Calbert, Julien ; Neves Egidio, Lucas ; Jungers, Raphaël M.. Smart Abstraction Based on Iterative Cover and Non-Uniform Cells. In: IEEE Control Systems Letters, Vol. 8, p. 2301-2306 (2024). doi:10.1109/lcsys.2024.3409106 .
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Calbert, Julien. Smart abstraction based on iterative cover and non-uniform cells. In: IEEE Control Systems Letters, (2024). doi:10.1109/LCSYS.2024.3409106 (Accepté/Sous presse).
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Absil, Pierre-Antoine ; Cojuhari, Irina ; Fiodorov, Ion ; Tits, André L.. Strong versions of impulsive controllability and sampled observability. In: Automatica, Vol. 169, p. 111865 (2024). doi:10.1016/j.automatica.2024.111865.
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Corniani, Giulia ; Lee, Zing S ; Carré, Matt J ; Lewis, Roger ; Delhaye, Benoit ; Saal, Hannes. Sub-surface deformation of individual fingerprint ridges during tactile interactions. In: eLife : Neuroscience, Physics and Living Systems, (2024). doi:10.7554/eLife.93554.1.
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Kalidindi, Hari Teja ; Crevecoeur, Frédéric. Task-dependent coarticulation of movement sequences. In: eLife, Vol. 13 (2024). doi:10.7554/elife.96854.3.
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Berger, Guillaume ; Sankaranarayanan, Sriram. Template-based piecewise affine regression. In: Research Directions: Cyber-Physical Systems, Vol. 2, no.5, p. 1-13 (2024). doi:10.1017/cbp.2024.3.
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Becher, Karim-Johannes ; Grenier-Boley, Nicolas ; Tignol, Jean-Pierre. The discriminant Pfister form of an algebra with involution of capacity four. In: Israel Journal of Mathematics, Vol. 264, no.1, p. 235-280 (2024). doi:10.1007/s11856-024-2647-4.
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Delvenne, Jean-Charles ; Falasco, Gianmaria. Thermokinetic relations. In: Physical Review E, Vol. 109, no.1 (2024). doi:10.1103/physreve.109.014109.
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Singh, Somya ; Jungers, Raphaël M.. Using Symbolic Dynamics to Compare Path-Complete Lyapunov Functions. In: I E E E Conference on Decision and Control. Proceedings, , p. 5598-5603 (2024).
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Nunes Grapiglia, Geovani. Worst-case evaluation complexity of a derivative-free quadratic regularization method. In: Optimization Letters, Vol. 18, no. 1, p. 195-213 (2024). doi:10.1007/s11590-023-01984-z.
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Ren, Wei ; Jungers, Raphaël M. ; Dimarogonas, Dimos V.. Zonotope-based Symbolic Controller Synthesis for Linear Temporal Logic Specifications. In: IEEE Transactions on Automatic Control, , p. 1-16 (2024). doi:10.1109/tac.2024.3394313 (Soumis).
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Bianchin, Gianluca ; Vaquero, Miguel ; Cortés, Jorge ; Dall'Anese, Emiliano. k-Dimensional Agreement in Multiagent Systems. In: IEEE Transactions on Automatic Control, Vol. 69, no. 12, p. 8978-8985 (2024). doi:10.1109/tac.2024.3431108.
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2023Anton Pyrkin ; Alexey Bobstov ; Romeo Ortega ; Jose Guadalupe Romero ; Dochain, Denis. A Globally Convergent Estimator of the Parameters of the Classical Model of a Continuous Stirred Tank Reactor. In: Journal of Process Control, Vol. 132 , no.-, p. 103129 (2023).
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Mattenet, Sébastien ; Jungers, Raphaël M.. A categorical view on the converse Lyapunov theorem. In: arXiv preprint, (2023). doi:10.48550/arXiv.2306.00509.
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Opsomer, Laurent ; Delhaye, Benoit ; Théate, Vincent ; Thonnard, Jean-Louis ; Lefèvre, Philippe. A haptic illusion created by gravity. In: iScience, Vol. 26, no. 7, p. 107246 [1-16] (2023). doi:10.1016/j.isci.2023.107246.
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Ferreira, O.P. ; Nunes Grapiglia, Geovani ; Santos, E.M. ; Souza, J.C.. A subgradient method with non-monotone line search. In: Computational Optimization and Applications : an international journal, Vol. 84, p. 397-420 (2023). doi:10.1007/s10589-022-00438-z.
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Kirkove, Murielle ; Zhao, Yuchen ; Leblanc, Olivier ; Jacques, Laurent ; Georges, Marc. ADMM-inspired image reconstruction for terahertz off-axis digital holography. In: Journal of the Optical Society of America A, Vol. 41, no.3, p. A1 (2023). doi:10.1364/josaa.504126.
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Vlahakis, Eleftherios ; Jungers, Raphaël M. ; Athanasopoulos, Nikolaos ; McLoone, Sean. AIMD-inspired switching control of computing networks. In: IEEE Transactions on Control of Network Systems, , p. 1-12 (2023). doi:10.1109/tcns.2023.3298202 (Accepté/Sous presse).
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Hastir, Anthony ; Winkin, Joseph ; Dochain, Denis. Adaptive output error feedback for a class of nonlinear infinite-dimensional systems. In: Automatica, Vol. 152, p. 110964 (2021).
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Doikov, Nikita ; Nesterov, Yurii. Affine-invariant contracting-point methods for Convex Optimization. In: Mathematical Programming, Vol. 198, no. 1, p. 115-137 (2023). doi:10.1007/s10107-021-01761-9.
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Nunes Grapiglia, Geovani ; Stella, Gabriel F. D.. An Adaptive Riemannian Gradient Method Without Function Evaluations. In: Journal of Optimization Theory and Applications, Vol. 197, no.3, p. 1140-1160 (2023). doi:10.1007/s10957-023-02227-y.
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Avram, Florin ; Adenane, Rim ; Basnarkov, Lasko ; Bianchin, Gianluca ; Goreac, Dan ; Halanay, Andrei. 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. In: Mathematics, Vol. 11, no.6, p. 1307 (2023). doi:10.3390/math11061307.
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Olikier, Guillaume ; Absil, Pierre-Antoine. An Apocalypse-Free First-Order Low-Rank Optimization Algorithm with at Most One Rank Reduction Attempt per Iteration. In: SIAM Journal on Matrix Analysis and Applications, Vol. 44, no.3, p. 1421-1435 (2023). doi:10.1137/22m1518256.
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Colla, Sébastien ; Hendrickx, Julien. Automatic Performance Estimation for Decentralized Optimization. In: IEEE Transactions on Automatic Control, (2023) (Accepté/Sous presse).
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Martin Guay ; Dochain, Denis. Drift estimation by timescale transformation. In: IFAC Proceedings, Vol. 56, no. 1, p. 282-287 (2023).
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Otlet, Virginie ; Vandamme, Clémence ; Warlop, Thibault ; Crevecoeur, Frédéric ; Ronsse, Renaud. Effects of overground gait training assisted by a wearable exoskeleton in patients with Parkinson’s disease. In: Journal of NeuroEngineering and Rehabilitation, Vol. 20, p. 156 (2023). doi:10.1186/s12984-023-01280-y.
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Della Rossa, Matteo ; Alves Lima, Thiago ; Jungers, Marc ; Jungers, Raphaël M.. Graph-Based Conditions for Feedback Stabilization of Switched and LPV Systems. In: arXiv, (2023). doi:10.48550/arXiv.2306.11548 (Soumis).
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Tachella, Julián ; Jacques, Laurent. Learning to Reconstruct Signals From Binary Measurements . In: Transactions on Machine Learning Research, , no.1400, p. 1-25 (2023). doi:10.48550/arXiv.2303.08691.
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Van Brandt, Léopold ; Delvenne, Jean-Charles. Noise–dissipation relation for nonlinear electronic circuits. In: Applied Physics Letters, Vol. 122, no.26 (2023). doi:10.1063/5.0152883.
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Monnoyer De Galland De Carnières, Charles ; Hendrickx, Julien. Fundamental Performance Limitations for Average Consensus in Open Multi-Agent Systems. In: IEEE Transactions on Automatic Control, (2022) (Accepté/Sous presse).
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Ramiandrisoa, N.L ; Rakotonjohary, M.A ; Wertz, Vincent ; Guillaume, J.F. IMPACTS OF THE IMPLEMENTATION OF THE LMD REFORM ON THE PEDAGOGY AMONG TEACHERS OF UNIVERSITY ANTANANARIVO. In: International Journal Of Advance Research And Innovative Ideas In Education, Vol. 8, no.4 (2022).
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Németh, Ákos ; Harangi, Mariann ; Daroczy, Balint Zoltan ; Juhász, Lilla ; Paragh, György ; Fülöp, Péter. Identifying Patients with Familial Chylomicronemia Syndrome Using FCS Score-Based Data Mining Methods. In: Journal of Clinical Medicine, Vol. 11, no.15, p. 4311 (2022). doi:10.3390/jcm11154311.
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Nesterov, Yurii. Inexact basic tensor methods for some classes of convex optimization problems. In: Optimization Methods and Software, Vol. 37, no. 3, p. 878-906 (2022). doi:10.1080/10556788.2020.1854252.
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Kasuga, Shoko ; Crevecoeur, Frédéric ; Cross, Kevin P. ; Balalaie, Parsa ; Scott, Stephen H.. Integration of proprioceptive and visual feedback during online control of reaching. In: Journal of Neurophysiology, Vol. 127, no.2, p. 354-372 (2022). doi:10.1152/jn.00639.2020.
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El Khoury, Ghady ; Barbier, Olivier ; Vanderlinden, Antoine ; Libouton, Xavier. La rhizarthrose : que proposer au patient pour une douleur de la base du pouce ?. In: Louvain médical, Vol. 141, no. 6, p. 320-324 (2022).
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Ngoc Ha Hoang ; Dochain, Denis. Lifting the non-isothermal CSTR dynamics to the complete Thermodynamic Phase Space. In: IFAC Proceedings, Vol. 55, no.18, p. 1-6 (2022).
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Doikov, Nikita ; Nesterov, Yurii. Local convergence of tensor methods. In: Mathematical Programming, Vol. 193, no. 1, p. 315-336 (2022). doi:10.1007/s10107-020-01606-x.
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Yafei Lu ; Chuanhou Gao ; Denis Dochain. Lyapunov Function PDEs to the Stability of Some Complex Balancing Derivative and Compound Networks. In: IEEE Transactions on Automatic Control, Vol. 67, no. 10, p. 5026 - 5038 (2022). doi:10.1109/TAC.2021.3115889.
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Mei, Wenjun ; Bullo, Francesco ; Chen, Ge ; Hendrickx, Julien ; Dörfler, Florian. Micro-foundation of opinion dynamics: Rich consequences of the weighted-median mechanism. In: Physical Review Research, Vol. 4, no.2 (2022). doi:10.1103/physrevresearch.4.023213.
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Pinto, Samuel. C ; Andersson, Sean.B ; Hendrickx, Julien ; Cassandras, Christos.G. Multi-Agent Persistent Monitoring of Targets with Uncertain States. In: IEEE Transactions on Automatic Control, Vol. 67, no. 8, p. 3997-4012 (2022). doi:10.1109/TAC.2022.3140257.
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Dong, Shuyu ; Gao, Bin ; Guan, Yu ; Glineur, François. New Riemannian Preconditioned Algorithms for Tensor Completion via Polyadic Decomposition. In: SIAM Journal on Matrix Analysis and Applications, Vol. 43, no.2, p. 840-866 (2022). doi:10.1137/21M1394734.
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Yafei Lu ; Chuanhou Gao ; Denis Dochain. Noise-to-state exponentially stabilizing (state, input)-disturbed CSTRs with non-vanishing noise. In: Automatica (Online), Vol. -, no.-, p. - (2022) (Accepté/Sous presse).
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Yafei Lu ; Zhou Fang ; Chuanhou Gao ; Dochain, Denis. Noise-to-state exponentially stabilizing (state, input)-disturbed CSTRs with non-vanishing noise. In: Automatica (Online), Vol. 142, no.110387, p. 1-7 (2022).
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Bianchin, Gianluca ; Dall’Anese, Emiliano ; Poveda, Jorge I. ; Jacobson, David ; Carlton, Elizabeth J. ; Buchwald, Andrea G.. Novel use of online optimization in a mathematical model of COVID-19 to guide the relaxation of pandemic mitigation measures. In: Scientific Reports, Vol. 12, no. 1 (2022). doi:10.1038/s41598-022-08389-5.
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Xiaoyu Zhang ; Chuanhou Gao ; Dochain, Denis. On Stability of Two Kinds of Delayed Chemical Reaction Networks. In: IFAC Proceedings, Vol. 55, no.18, p. 14-20 (2022).
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Olikier, Guillaume ; Absil, Pierre-Antoine. On the Continuity of the Tangent Cone to the Determinantal Variety. In: Set-Valued and Variational Analysis, Vol. 30, p. 769-788 (2022). doi:10.1007/s11228-022-00629-0.
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Gomez, Marco A. ; Jungers, Raphaël M. ; Michiels, Wim. On the strong H2 norm of differential algebraic systems with multiple delays: finiteness criteria, regularization and computation. In: IEEE Transactions on Automatic Control, Vol. 67, no. 1, p. 121-133 (2022). doi:10.1109/TAC.2020.3046218.
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Cothren, Liliaokeawawa ; Bianchin, Gianluca ; Dall'Anese, Emiliano. Online Optimization of Dynamical Systems With Deep Learning Perception. In: IEEE Open Journal of Control Systems, Vol. 1, no.-, p. 306-321 (2022). doi:10.1109/ojcsys.2022.3205871.
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Wood, Killian ; Bianchin, Gianluca ; Dall'Anese, Emiliano. Online Projected Gradient Descent for Stochastic Optimization With Decision-Dependent Distributions. In: IEEE Control Systems Letters, Vol. 6, no.-, p. 1646-1651 (2022). doi:10.1109/lcsys.2021.3124187.
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Galarza-Jimenez, Felipe ; Bianchin, Gianluca ; Poveda, Jorge I. ; Dall’Anese, Emiliano. Online optimization of LTI systems under persistent attacks: Stability, tracking, and robustness. In: Nonlinear Analysis: Hybrid Systems, Vol. 44, p. 101152 (2022). doi:10.1016/j.nahs.2022.101152.
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Bianchin, Gianluca ; Poveda, Jorge I. ; Dall’Anese, Emiliano. Online optimization of switched LTI systems using continuous-time and hybrid accelerated gradient flows. In: Automatica, Vol. 146, no.-, p. 110579 (2022). doi:10.1016/j.automatica.2022.110579.
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Aspeel, Antoine ; Amaury Gouverneur ; Jungers, Raphaël M. ; Macq, Benoît. Optimal Intermittent Particle Filter. In: IEEE Transactions on Signal Processing, Vol. 70, no. 1, p. 2814–2825 (2022). doi:10.1109/TSP.2022.3179877.
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Ren, Wei ; vlahakis ; Athanasopoulos, Nikolaos ; Jungers, Raphaël M.. Optimal Resource Scheduling and Allocation under Allowable Over-Scheduling. In: arXiv preprint, (2022). doi:10.48550/arXiv.2204.00038.
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Kadima Kazaku, Jacques ; Dochain, Denis ; Moïse Mukepe Kahilu ; Jimmy Kalenga Kaunde Kasongo. P-I Boundary Control of Countercurrent Heat Exchanger. In: IFAC Proceedings, Vol. 55, no.40, p. 49–54 (2022).
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Pinon, Brieuc ; Jungers, Raphaël M. ; Delvenne, Jean-Charles. PAC-learning gains of Turing machines over circuits and neural networks. In: Physica D: Nonlinear Phenomena, (2022) (Accepté/Sous presse).
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Fanuel, Michael ; Aspeel, Antoine ; Delvenne, Jean-Charles ; Suykens, Johan A. K. . Positive Semi-definite Embedding for Dimensionality Reduction and Out-of-Sample Extensions. In: SIAM Journal on Mathematics of Data Science, Vol. 4, no.1, p. 153–178 (2022). doi:10.1137/20M1370653.
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Vanderlinden, Antoine ; El Khoury, Ghady ; Bonnelance, Maxime ; Libouton, Xavier ; Barbier, Olivier. Prise en charge d'une fracture du radius distal chez l'adulte : le bon traitement pour le bon patient. In: Louvain médical, Vol. 141, no.5, p. 269-275 (2022).
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Rodomanov, Anton ; Nesterov, Yurii. Rates of superlinear convergence for classical quasi-Newton methods. In: Mathematical Programming, Vol. 194, no. 1-2, p. 159-190 (2022). doi:10.1007/s10107-021-01622-5.
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Ren, Wei ; Jungers, Raphaël M. ; Dimarogonas, Dimos V.. Razumikhin and Krasovskii approaches for safe stabilization. In: Automatica, Vol. 146, p. 110563 (2022). doi:10.1016/j.automatica.2022.110563.
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De Comite, Antoine ; Crevecoeur, Frédéric ; Lefèvre, Philippe. Reward-Dependent Selection of Feedback Gains Impacts Rapid Motor Decisions. In: eNeuro, Vol. 9, no. 2, p. ENEURO.0439-21.2022 [1-14] (2022). doi:10.1523/eneuro.0439-21.2022.
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Barbarino, Giovanni ; Noferini, Vanni ; Van Dooren, Paul. Role extraction for digraphs via neighborhood pattern similarity. In: Physical Review E, Vol. 106, no.5 (2022). doi:10.1103/physreve.106.054301.
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Crevecoeur, Frédéric ; Mathew, James ; Lefèvre, Philippe. Separability of Human Motor Memories during reaching adaptation with force cues. In: PLoS computational biology, Vol. 18, no. 10, p. e1009966 [1-20] (2022). doi:10.1371/journal.pcbi.1009966.
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Van Hoorebeeck, Loïc ; Absil, Pierre-Antoine ; Papavasiliou, Anthony. Solving non-convex economic dispatch with valve-point effects and losses with guaranteed accuracy. In: International Journal of Electrical Power & Energy Systems, Vol. 134, p. 107143 (2022). doi:10.1016/j.ijepes.2021.107143.
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Nyéki, Anikó ; Daroczy, Balint Zoltan ; Kerepesi, Csaba ; Neményi, Miklós ; Kovács, Attila József. Spatial Variability of Soil Properties and Its Effect on Maize Yields within Field—A Case Study in Hungary. In: Agronomy, Vol. 12, no.2, p. 395 (2022). doi:10.3390/agronomy12020395.
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Avram, Florin ; Adenane, Rim ; Bianchin, Gianluca ; Halanay, Andrei. Stability Analysis of an Eight Parameter SIR-Type Model Including Loss of Immunity, and Disease and Vaccination Fatalities. In: Mathematics, Vol. 10, no. 3, p. 402 (2022). doi:10.3390/math10030402.
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Neves Egidio, Lucas ; Grace S. Deaecto ; Jungers, Raphaël M.. Stabilization of rank-deficient continuous-time switched affine systems. In: Automatica, Vol. 143, p. 110426 (2022). doi:10.1016/j.automatica.2022.110426.
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Riehl, James ; Hufstedler, Esteban ; Chatelain, Philippe ; Hendrickx, Julien. String stability of energy-saving aircraft formations. In: Journal of Guidance, Control, and Dynamics : devoted to the technology of dynamics and control, Vol. 45, no. 5, p. 935-943 (2022).
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Dopico, Froilán M. ; Quintana, María C. ; Van Dooren, Paul. Strongly Minimal Self-Conjugate Linearizations for Polynomial and Rational Matrices. In: SIAM Journal on Matrix Analysis and Applications, Vol. 43, no.3, p. 1354-1381 (2022). doi:10.1137/21m1453542.
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Nunes Grapiglia, Geovani ; Nesterov, Yurii. Tensor methods for finding approximate stationary points of convex functions. In: Optimization Methods and Software, Vol. 37, no.2, p. 605-638 (2022). doi:10.1080/10556788.2020.1818082.
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Dirksen, Sjoerd ; Genzel, Martin ; Stollenwerk, Alexander ; Jacques, Laurent. The Separation Capacity of Random Neural Networks. In: Journal of Machine Learning Research, Vol. 23, no.209, p. 1--47 (2022) (Accepté/Sous presse).
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Bianchin, Gianluca ; Cortes, Jorge ; Poveda, Jorge I. ; Dall'Anese, Emiliano. Time-Varying Optimization of LTI Systems Via Projected Primal-Dual Gradient Flows. In: IEEE Transactions on Control of Network Systems, Vol. 9, no. 1, p. 474-486 (2022). doi:10.1109/tcns.2021.3112762.
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Ngoc Ha Hoang ; T.S. Nguyen ; T.K.P. Le ; T.T.H. Phan ; M.A. Hussain ; Dochain, Denis. Trajectory tracking for nonlinear systems using extended quadratic port-Hamiltonian models without input and state coordinate transformations. In: Systems & Control Letters, Vol. 167, no.105325, p. 1-13 (2022).
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Gosselin, Bryan ; Retout, Maurice ; Dutour, Raphaël ; Troian-Gautier, Ludovic ; Bevernaegie, Robin ; Herens, Sophie ; Lefèvre, Philippe ; Denis, Olivier ; Bruylants, Gilles ; Jabin, Ivan. Ultrastable Silver Nanoparticles for Rapid Serology Detection of Anti-SARS-CoV-2 Immunoglobulins G. In: Analytical Chemistry, Vol. 94, no.20, p. 7383-7390 (2022). doi:10.1021/acs.analchem.2c00870.
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El Khoury, Ghady ; Libouton, Xavier ; De Boeck, Florian ; Barbier, Olivier. Use of a 3D-printed splint for the treatment of distal radius fractures: A randomized controlled trial.. In: Orthopaedics & traumatology, surgery & research, Vol. 108, no. 5, p. 103326 [1-6] (2022). doi:10.1016/j.otsr.2022.103326.
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Berger, Guillaume ; Jungers, Raphaël M.. Worst-case topological entropy and minimal data rate for state estimation of switched linear systems. In: Communications of the ACM, Vol. 65, no. 2, p. 111-118 (2022). doi:10.1145/3505269.
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2021Berger, Guillaume ; Jungers, Raphaël M.. $p$-dominant switched linear systems. In: Automatica, Vol. 132, no. 109801 (2021) (2021). doi:10.1016/j.automatica.2021.109801.
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Catalano, Costanza ; Azfar, Umer ; Charlier, Ludovic ; Jungers, Raphaël M.. A Linear Bound on the k-rendezvous Time for Primitive Sets of NZ Matrices. In: Fundamenta Informaticae, Vol. 180, no.4, p. 289-314 (2021). doi:10.3233/fi-2021-2043.
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Gao, Bin ; Absil, Pierre-Antoine. A Riemannian rank-adaptive method for low-rank matrix completion. In: Computational Optimization and Applications, (2021). doi:10.1007/s10589-021-00328-w.
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Nunes Grapiglia, Geovani ; Sachs, E.W.. A generalized worst-case complexity analysis for non-monotone line searches. In: Numerical Algorithms, Vol. 87, p. 779-796 (2021). doi:10.1007/s11075-020-00987-6.
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Dewez, Julien ; Gillis, Nicolas ; Glineur, François. A geometric lower bound on the extension complexity of polytopes based on the f-vector. In: Discrete Applied Mathematics, Vol. 303, p. 22-38 (2021). doi:10.1016/j.dam.2020.09.028.
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El Khoury, Ghady ; Penta, Massimo ; Barbier, Olivier. ABILHAND-HS: a linear scale for outcome measurement in hand surgery.. In: The Journal of hand surgery, European volume, , p. 1753193421991485 (2021). doi:10.1177/1753193421991485 (Accepté/Sous presse).
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Mathew, James ; Crevecoeur, Frédéric. Adaptive Feedback Control in Human Reaching Adaptation to Force Fields. In: Frontiers in Human Neuroscience, Vol. 15 (2021). doi:10.3389/fnhum.2021.742608.
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Beniich, Nadia ; El Bouhtouri, A. ; Dochain, Denis. Adaptive λ-tracking controller for an exothermic chemical plug flow tubular reactor. In: International Journal of Control, (2021) (Accepté/Sous presse).
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Claes, Arnaud ; Wiard, Victor ; Mercenier, Heidi ; Philippette, Thibault ; Dufrasne, Marie ; Browet, Arnaud ; Jungers, Raphaël M.. Algorithmes de recommandation et culture technique : penser le dialogue entre éducation et design. In: tic & société, Vol. 15, no. 1, p. 127-157 (2021). doi:10.4000/ticetsociete.5915.
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Marchand, Melissa ; Gallivan, Kyle ; Huang, Wen ; Van Dooren, Paul. Analysis of the Neighborhood Pattern Similarity Measure for the Role Extraction Problem. In: SIAM Journal on Mathematics of Data Science, Vol. 3, no.2, p. 736-757 (2021). doi:10.1137/20m1358785.
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Nyéki, Anikó ; Kerepesi, Csaba ; Daroczy, Balint Zoltan ; Benczúr, A ; Milics, G ; Nagy, J ; Harsányi, E ; Kovács, A.J. ; Neményi, M. Application of spatio-temporal data in site-specific maize yield prediction with machine learning methods. In: Precision agriculture, (2021). doi:10.1007/s11119-021-09833-8 (Accepté/Sous presse).
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Schellekens, Vincent ; Jacques, Laurent. Breaking the waves: asymmetric random periodic features for low-bitrate kernel machines. In: Information and Inference: A Journal of the IMA, (2021). doi:10.1093/imaiai/iaab008.
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Heroy, Samuel ; Loaiza Saa, Isabella ; Pentland, Alex ; O’Clery, Neave. COVID-19 policy analysis: labour structure dictates lockdown mobility behaviour. In: Journal of The Royal Society Interface, Vol. 18, no.176 (2021). doi:10.1098/rsif.2020.1035.
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Ben Ayed, Ayoub ; Denis Dochain ; Ionela Prodan ; Robles Rodriguez, Carlos Eduardo. Centralized model predictive control of the wastewater treatment plant of Seine-Aval. In: Proceedings ICSTCC, Vol. -, no.-, p. - (2021).
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Millérioux, Gilles ; Jungers, Raphaël. Characterization of flat outputs of switched linear discrete-time systems: Algebraic condition and algorithm. In: Systems & Control Letters, Vol. 154, p. 104970 (2021). doi:10.1016/j.sysconle.2021.104970.
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Chatalic, Antoine ; Schellekens, Vincent ; Houssiau, Florimon ; de Montjoye, Yves-Alexandre ; Jacques, Laurent ; Gribonval, Rémi. Compressive learning with privacy guarantees. In: Information and Inference: A Journal of the IMA, (2021). doi:10.1093/imaiai/iaab005.
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Wang, Zheming ; Jungers, Raphaël M. ; Ong, Chong Jin. Computation of the maximal invariant set of discrete-time linear systems subject to a class of non-convex constraints. In: Automatica, Vol. 125, p. 109463 (2021). doi:10.1016/j.automatica.2020.109463.
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Rubbens, Anne ; Wang, Zheming ; Jungers, Raphael M.. Data-driven stability analysis of switched linear systems with Sum of Squares guarantees. In: IFAC-PapersOnLine, Vol. 54, no. 5, p. 67-72 (2021). doi:10.1016/j.ifacol.2021.08.476.
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Opsomer, Laurent ; Crevecoeur, Frédéric ; Thonnard, Jean-Louis ; McIntyre, Joseph ; Lefèvre, Philippe. Distinct adaptation patterns between grip dynamics and arm kinematics when the body is upside-down. In: Journal of Neurophysiology, Vol. 125, no.3, p. 862-874 (2021). doi:10.1152/jn.00357.2020.
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Shi, Mingming. Distributed estimation of time varying bias in relative state measurements. In: IEEE Transactions on Automatic Control, , p. 1-1 (2021). doi:10.1109/tac.2021.3115429 (Accepté/Sous presse).
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Bastin, Georges ; Coron, Jean-Michel ; Hayat, Amaury. Feedforward boundary control of 2×2 nonlinear hyperbolic systems with application to Saint-Venant equations. In: European Journal of Control, Vol. 57, p. 41-53 (2021). doi:10.1016/j.ejcon.2020.11.002.
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Deravet, Nicolas ; Orban de Xivry, Jean-Jacques ; Ivanoiu, Adrian ; Bier, Jean-Christophe ; Segers, Kurt ; Yüksel, Demet ; Lefèvre, Philippe. Frontotemporal dementia patients exhibit deficits in predictive saccades.. In: Journal of computational neuroscience, Vol. 49, p. 357-369 (2021). doi:10.1007/s10827-020-00765-2.
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Romeo Ortega ; Alexey Bobtsov ; Nikolay Nikolaev ; Johannes Schiffer ; Dochain, Denis. Generalized Parameter Estimation-based Observers: Application to Power Systems and Chemical-Biological Reactors. In: Automatica (Online), Vol. 129, p. 10963 (2021). doi:10.1016/j.automatica.2021.109635.
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Delhaye, Benoit ; Jarocka, Ewa ; Barrea, Alan ; Thonnard, Jean-Louis ; Edin, Benoni ; Lefèvre, Philippe. High-resolution imaging of skin deformation shows that afferents from human fingertips signal slip onset. In: eLife, Vol. 10 (2021). doi:10.7554/elife.64679.
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Nesterov, Yurii. Implementable tensor methods in unconstrained convex optimization. In: Mathematical programming, Vol. 186, no. 1-2, p. 157-183 (2021). doi:10.1007/s10107-019-01449-1.
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Chiêm, Benjamin ; Abbas, Kausar ; Amico, Enrico ; Duong-Tran, Duy ; Crevecoeur, Frédéric ; Goni, Joaquin. Improving Functional Connectome Fingerprinting with Degree-Normalization. In: Brain Connectivity, (2021). doi:10.1089/brain.2020.0968 (Accepté/Sous presse).
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Nesterov, Yurii. Inexact High-Order Proximal-Point Methods with Auxiliary Search Procedure. In: SIAM Journal on Optimization, Vol. 31, no.4, p. 2807 - 2828 (2021). doi:10.1137/20M134705X.
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Hemptinne, Coralie ; Deravet, Nicolas ; Orban de Xivry, Jean-Jacques ; Lefèvre, Philippe ; Yüksel, Demet. Influence of prior and visual information on eye movements in amblyopic children. In: Journal of computational neuroscience, Vol. 49, no. 3, p. 333-343 (2021). doi:10.1007/s10827-020-00764-3.
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Bastin, Georges ; Coron, Jean-Michel ; Hayat, Amaury. Input-to-State Stability in sup norms for hyperbolic systems with boundary disturbances. In: Nonlinear Analysis, Vol. 208, p. Paper 112300 (2021). doi:10.1016/j.na.2021.112300.
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Herter, Troy M. ; Kurtzer, Isaac ; Granat, Lauren ; Crevecoeur, Frédéric ; Dukelow, Sean P. ; Scott, Stephen H.. Interjoint coupling of position sense reflects sensory contributions of biarticular muscles. In: Journal of Neurophysiology, Vol. 125, no.4, p. 1223-1235 (2021). doi:10.1152/jn.00317.2019.
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J Wildemeersch ; Dupont, christine ; Jungers, Raphaël M. ; Laborderie, Vincent. L'interdiction des voyages non essentiels : analyse critique d'une interdiction non essentielle. In: La Libre Belgique, (24 mars 2021).
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Elosmani, Aissa Omar ; Bouagada, Djillali ; Van Dooren, Paul ; Benyettou, Kamel. LMI stability test for multidimensional linear state–space models. In: Journal of Computational and Applied Mathematics, Vol. 390, p. 113363 (2021). doi:10.1016/j.cam.2020.113363.
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Musolas, Antoni ; Massart, Estelle ; Hendrickx, Julien ; Absil, Pierre-Antoine ; Marzouk, Youssef. Low-rank multi-parametric covariance identification. In: BIT Numerical Mathematics, Vol. 62, p. 221-249 (2021). doi:10.1007/s10543-021-00867-y.
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Pairet, Benoît ; Cantalloube, Faustine ; Jacques, Laurent. MAYONNAISE: a morphological components analysis pipeline for circumstellar discs and exoplanets imaging in the near-infrared. In: Monthly Notices of the Royal Astronomical Society, Vol. 503, no.3, p. 3724-3742 (2021). doi:10.1093/mnras/stab607.
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Legat, Benoît ; Dowson, Oscar ; Garcia, Joaquim Dias ; Lubin, Miles. MathOptInterface: a data structure for mathematical optimization problems. In: INFORMS Journal on Computing, (2020) (Accepté/Sous presse).
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Delhaye, Benoit ; Schiltz, Félicien ; Barrea, Allan ; Thonnard, Jean-Louis ; Lefèvre, Philippe. Measuring fingerpad deformation during active object manipulation. In: Journal of Neurophysiology, Vol. 126, no. 4, p. 1455-1464 (2021). doi:10.1152/jn.00358.2021.
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Bastin, Georges ; Chotteau, Véronique ; Vande Wouwer, Alain. Metabolic flux analysis of VERO cells under various culture conditions. In: Processes, Vol. 9, no.12, p. 2079 (2021). doi:10.3390/pr9122097.
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Doikov, Nikita ; Nesterov, Yurii. Minimizing Uniformly Convex Functions by Cubic Regularization of Newton Method. In: Journal of Optimization Theory and Applications, Vol. 189, no.1, p. 317-339 (2021). doi:10.1007/s10957-021-01838-7.
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Danion, Frederic R. ; Mathew, James ; Gouirand, Niels ; Brenner, Eli. More precise tracking of horizontal than vertical target motion with both the eyes and hand. In: Cortex, Vol. 134, p. 30-42 (2021). doi:10.1016/j.cortex.2020.10.001.
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Wang, Lei ; Gao, Bin ; Liu, Xin. Multipliers Correction Methods for Optimization Problems over the Stiefel Manifold. In: CSIAM Transactions on Applied Mathematics, Vol. 2, no.3, p. 508-531 (2021). doi:10.4208/csiam-am.so-2020-0008.
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Rodomanov, Anton ; Nesterov, Yurii. New Results on Superlinear Convergence of Classical Quasi-Newton Methods. In: Journal of Optimization Theory and Applications, Vol. 188, no.3, p. 744-769 (2021). doi:10.1007/s10957-020-01805-8.
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Marrinan, Tim ; Absil, Pierre-Antoine ; Gillis, Nicolas. On a minimum enclosing ball of a collection of linear subspaces. In: Linear Algebra and its Applications, Vol. 625, p. 248-278 (2021). doi:10.1016/j.laa.2021.05.006.
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Nunes Grapiglia, Geovani ; Nesterov, Yurii. On inexact solution of auxiliary problems in tensor methods for convex optimization. In: Optimization Methods and Software, Vol. 36, no. 1, p. 145-170 (2021). doi:10.1080/10556788.2020.1731749.
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Anthony Hastir ; Winkin, Joseph ; Denis Dochain. On local exponential stability of equilibrium profiles of nonlinear distributed parameter systems. In: IFAC Symposia Series, Vol. 54, no.9, p. 390-396 (2021).
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Nunes Grapiglia, Geovani ; Yuan, Y.. On the complexity of an augmented Lagrangian method for nonconvex optimization. In: IMA Journal of Numerical Analysis, Vol. 41, no.2, p. 1546-1568 (2021). doi:10.1093/imanum/draa021.
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De Comite, Antoine ; Crevecoeur, Frédéric ; Lefèvre, Philippe. Online modification of goal-directed control in human reaching movements. In: Journal of Neurophysiology, Vol. 125, no.5, p. 1883-1898 (2021). doi:10.1152/jn.00536.2020.
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Aspeel, Antoine ; Legay, Axel ; Jungers, Raphaël M. ; Macq, Benoit. Optimal measurement budget allocation for Kalman prediction over a finite time horizon by genetic algorithms. In: EURASIP Journal on Advances in Signal Processing, Vol. 2021, no.1 (2021). doi:10.1186/s13634-021-00732-8.
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Blondel, Vincent ; Jung, Kyomin ; Kohli, Pushmeet ; Shah, Devavrat ; Won, Seungpil. Partition-Merge: Distributed Inference and Modularity Optimization. In: I E E E Access, Vol. 9, p. 54032-54055 (2021). doi:10.1109/access.2021.3070490.
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Jung, Hans Christian ; Maly, Johannes ; Palzer, Lars ; Stollenwerk, Alexander. Quantized Compressed Sensing by Rectified Linear Units. In: IEEE Transactions on Information Theory, Vol. 67, no.6, p. 4125-4149 (2021). doi:10.1109/tit.2021.3070789.
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Berger, Guillaume ; Jungers, Raphaël M.. Quantized stabilization of continuous-time switched linear systems. In: IEEE Control Systems Letters, Vol. 5, no. 1, p. 319-324 (2021). doi:10.1109/LCSYS.2020.3002068.
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Jungers, Raphaël M.. Raphael M. Jungers [People in Control]. In: IEEE Control Systems Magazine, Vol. 41, no.3, p. 21-23 (2021). doi:10.1109/MCS.2021.3062960.
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El Khoury, Ghady ; Penta, Massimo ; Barbier, Olivier ; Libouton, Xavier ; Thonnard, Jean-Louis ; Lefèvre, Philippe. Recognizing Manual Activities Using Wearable Inertial Measurement Units: Clinical Application for Outcome Measurement. In: Sensors, Vol. 21, no. 9, p. 3245 [1-14] (2021). doi:10.3390/s21093245.
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Zhang, Kaixuan ; He, Ming ; Fan, Yu ; Zhao, Hui ; Gao, Bin ; Yang, Keli ; Li, Faliang ; Tang, Yu ; Gao, Qiang ; Lin, Tao ; Quinet, Muriel. Resequencing of global Tartary buckwheat accessions reveals multiple domestication events and key loci associated with agronomic traits. In: Genome Biology, Vol. 22, no. 1, p. 23 (2021). doi:10.1186/s13059-020-02217-7.
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Vassiliadis, Pierre ; Derosiere, Gerard ; Dubuc, Cécile ; Lété, Aegryan ; Crevecoeur, Frédéric ; Hummel, Friedhelm C ; Duque, Julie. Reward boosts reinforcement-based motor learning. In: iScience, (2021).
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Gao, Bin ; Nguyen, Thanh Son ; Absil, Pierre-Antoine ; Stykel, Tatjana. Riemannian Optimization on the Symplectic Stiefel Manifold. In: SIAM Journal on Optimization, Vol. 31, no.2, p. 1546-1575 (2021). doi:10.1137/20m1348522.
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Dong, Shuyu ; Absil, Pierre-Antoine ; Gallivan, K.A.. Riemannian gradient descent methods for graph-regularized matrix completion. In: Linear Algebra and its Applications, Vol. 623, p. 193-235 (2021). doi:10.1016/j.laa.2020.06.010.
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Ren, Wei ; Xiong, Junlin. Robust Filtering for 2-D Discrete-Time Switched Systems. In: IEEE Transactions on Automatic Control, Vol. 66, no.10, p. 4747-4760 (2021). doi:10.1109/tac.2020.3037056.
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Mathew, James ; Lefèvre, Philippe ; Crevecoeur, Frédéric. Savings in Human Force Field Learning Supported by Feedback Adaptation. In: eneuro, Vol. 8, no.5, p. ENEURO.0088-21.2021 (2021). doi:10.1523/eneuro.0088-21.2021.
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Gribonval, Remi ; Chatalic, Antoine ; Keriven, Nicolas ; Schellekens, Vincent ; Jacques, Laurent ; Schniter, Philip. Sketching Data Sets for Large-Scale Learning: Keeping only what you need. In: IEEE Signal Processing Magazine, Vol. 38, no.5, p. 12-36 (2021). doi:10.1109/msp.2021.3092574 (Accepté/Sous presse).
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Konstantinova, Elena V. ; Medvedev, Alexey. Small cycles, generalized prisms and Hamiltonian cycles in the Bubble-sort graph. In: Information Processing Letters, Vol. 168, p. 106094 (2021). doi:10.1016/j.ipl.2021.106094.
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Faccin, Mauro ; Schaub, Michael. T ; Delvenne, Jean-Charles. State Aggregations in Markov Chains and Block Models of Networks. In: Physical Review Letters, Vol. 127, no.7 (2021). doi:10.1103/physrevlett.127.078301.
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Freitas, Nahuel ; Delvenne, Jean-Charles ; Esposito, Massimiliano. Stochastic Thermodynamics of Nonlinear Electronic Circuits: A Realistic Framework for Computing Around kT. In: Physical Review X, Vol. 11, no.3 (2021). doi:10.1103/physrevx.11.031064.
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Chiêm, Benjamin ; Crevecoeur, Frédéric ; Delvenne, Jean-Charles. Structure-informed functional connectivity driven by identifiable and state-specific control regions. In: Network Neuroscience, , p. 1-37 (2021). doi:10.1162/netn_a_00192 (Accepté/Sous presse).
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Mehrmann, Volker ; Van Dooren, Paul. Structured Backward Errors for Eigenvalues of Linear Port-Hamiltonian Descriptor Systems. In: SIAM Journal on Matrix Analysis and Applications, Vol. 42, no.1, p. 1-16 (2021). doi:10.1137/20m1344184.
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Nesterov, Yurii. Superfast Second-Order Methods for Unconstrained Convex Optimization. In: Journal of Optimization Theory and Applications, Vol. 191, no.1, p. 1-30 (2021). doi:10.1007/s10957-021-01930-y.
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Nguyen, Thanh Son ; Absil, Pierre-Antoine ; Gao, Bin ; Stykel, Tatjana. Symplectic eigenvalue problem via trace minimization and Riemannian optimization. In: SIAM Journal on Matrix Analysis and Applications, Vol. 42, no.4, p. 1732-1757 (2021). doi:10.1137/21m1390621.
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Jacques, Laurent ; Feuillen, Thomas. The Importance of Phase in Complex Compressive Sensing. In: IEEE Transactions on Information Theory, Vol. 67, no.6, p. 4150-4161 (2021). doi:10.1109/tit.2021.3073566.
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Legat, Benoît ; Rocher, Luc. The Limits of Pairwise Correlation to Model the Joint Entropy. In: Sensors, Vol. 21, no.11, p. 1-3 (2021). doi:10.3390/s21113700.
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Smolak, Kamil ; Siła-Nowicka, Katarzyna ; Delvenne, Jean-Charles ; Wierzbiński, Michał ; Rohm, Witold. The impact of human mobility data scales and processing on movement predictability. In: Scientific Reports, Vol. 11, no.1 (2021). doi:10.1038/s41598-021-94102-x.
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Hamaide, Valentin ; Glineur, François. Unsupervised Minimum Redundancy Maximum Relevance Feature Selection for Predictive Maintenance : Application to a Rotating Machine. In: International Journal of Prognostics and Health Management, Vol. 12, no.2, p. 1-14 (2021). doi:10.36001/ijphm.2021.v12i2.2955.
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Lefèvre, Philippe. Want to win a bowling game? Beware of even one glass of alcohol!. In: The Journal of Physiology, (2020). doi:10.1113/jp280984.
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Nunes Grapiglia, Geovani ; Chorobura, F.. Worst-case evaluation complexity of derivative-free nonmonotone line search methods for solving nonlinear systems of equations. In: Computational and Applied Mathematics, Vol. 40, no.259 (2021). doi:10.1007/s40314-021-01621-4.
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2020Feuillen, Thomas ; Davies, Mike E. ; Vandendorpe, Luc ; Jacques, Laurent. (l_1,l_2)-RIP and Projected Back-Projection Reconstruction for Phase-Only Measurements. In: IEEE Signal Processing Letters, Vol. 27, no.27, p. 396-400 (2020). doi:10.1109/lsp.2020.2973506.
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Wang, Zheming ; Jungers, Raphael M.. A data-driven method for computing polyhedral invariant sets of black-box switched linear systems. In: IEEE Control Systems Letters, p. 1-1 (2020). doi:10.1109/lcsys.2020.3044838.
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Rapaport, Alain ; Dochain, Denis. A robust asymptotic observer for systems that converge to unobservable states. A batch reactor case study. In: IEEE Transactions on Automatic Control, Vol. 65, no. 6, p. 2693-2699 (2020). doi:10.1109/TAC.2019.2940870.
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Costa, C.M. ; Nunes Grapiglia, Geovani. A subspace version of the Wang–Yuan Augmented Lagrangian-Trust Region method for equality constrained optimization. In: Applied Mathematics and Computation, Vol. 387, no.0096-3003 (2020). doi:10.1016/j.amc.2019.124861.
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Crevecoeur, Frédéric ; Thonnard, Jean-Louis ; Lefèvre, Philippe. A very fast time scale of human motor adaptation: within movement adjustments of internal representations during reaching. In: eNeuro, Vol. 7, no. 1, p. ENEURO.0149-19.2019 [1-16] (2020). doi:10.1523/eneuro.0149-19.2019.
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Shi, Mingming ; De Persis, Claudio ; Tesi, Pietro ; Monshizadeh, Nima. Bias Estimation in Sensor Networks. In: IEEE Transactions on Control of Network Systems, Vol. 7, no.3, p. 1534-1546 (2020). doi:10.1109/tcns.2020.2984684.
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Legat, Benoît ; Parrilo, Pablo A. ; Jungers, Raphaël M.. Certifying Unstability of Switched Systems Using Sum of Squares Programming. In: SIAM Journal on Control and Optimization, Vol. 58, no.4, p. 2616-2638 (2020). doi:10.1137/18m1173460.
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Moshtaghpour, Amirafshar ; Bioucas-Dias, Jose M. ; Jacques, Laurent. Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling with Haar Wavelet Basis. In: IEEE Transactions on Information Theory, Vol. 66, no. 11, p. 7253 - 7273 (2020). doi:10.1109/tit.2020.2992852 (Accepté/Sous presse).
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Hoffmann, Till ; Peel, Leto ; Lambiotte, Renaud ; Jones, Nick S.. Community detection in networks without observing edges. In: Science Advances, Vol. 6, no.4 (2020). doi:10.1126/sciadv.aav1478.
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Bankmann, Daniel ; Mehrmann, Volker ; Nesterov, Yurii ; Van Dooren, Paul. Computation of the Analytic Center of the Solution Set of the Linear Matrix Inequality Arising in Continuous- and Discrete-Time Passivity Analysis. In: Vietnam Journal of Mathematics, Vol. 48, no.4, p. 633-659 (2020). doi:10.1007/s10013-020-00427-x.
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Nesterov, Yurii ; Protasov, V. Yu.. Computing Closest Stable Nonnegative Matrix. In: SIAM Journal on Matrix Analysis and Applications, Vol. 41, no.1, p. 1-28 (2020). doi:10.1137/17m1144568.
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Laudadio, Teresa ; Mastronardi, Nicola ; Van Dooren, Paul. Computing the eigenvectors of nonsymmetric tridiagonal matrices. In: Computational Mathematics and Mathematical Physics, Vol. 61, p. p. 733-749 (2021).
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Yuan, Xinru ; Huang, Wen ; Absil, Pierre-Antoine ; Gallivan, Kyle A.. Computing the matrix geometric mean: Riemannian versus Euclidean conditioning, implementation techniques, and a Riemannian BFGS method. In: Numerical Linear Algebra with Applications, Vol. 27, no.5, p. 2321 (2020). doi:10.1002/nla.2321.
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Coutinho, Jonathan D ; Lefèvre, Philippe ; Blohm, Gunnar. Confidence in predicted position error explains saccadic decisions during pursuit. In: Journal of Neurophysiology, (2020). doi:10.1152/jn.00492.2019.
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Doikov, Nikita ; Nesterov, Yurii. Contracting Proximal Methods for Smooth Convex Optimization. In: SIAM Journal on Optimization, Vol. 30, no.4, p. 3146-3169 (2020). doi:10.1137/19M130769X.
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Athanasopoulos, Nikolaos ; Dechouniotis, Dimitris ; Jungers, Raphaël M. ; Leivadeas, Aris ; Mitton, Nathalie ; Papavassiliou, Symeon. Control co-design and resource allocation in edge computing and dynamic networks (Tutorial Session Proposal). In: https://hal.inria.fr/ (Soumis).
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Hào, Dinh Nho ; Quyen, Tran Nhan Tam ; Nguyen, Thanh Son. Convergence Analysis of a Crank–Nicolson Galerkin Method for an Inverse Source Problem for Parabolic Equations with Boundary Observations. In: Applied Mathematics & Optimization, Vol. 84, no.2, p. 2289-2325 (2020). doi:10.1007/s00245-020-09710-2.
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Quéguiner-Mathieu, Anne ; Tignol, Jean-Pierre. Decomposability of orthogonal involutions in degree 12. In: Pacific Journal of Mathematics, Vol. 304, no.1, p. 169-180 (2020). doi:10.2140/pjm.2020.304.169.
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Dechouniotis, Dimitrios ; Athanasopoulos, Nikolaos ; Leivadeas, Aris ; Mitton, Nathalie ; Jungers, Raphaël M. ; Papavassiliou, Symeon. Edge Computing Resource Allocation for Dynamic Networks: The DRUID-NET Vision and Perspective. In: Sensors, Vol. 20, no.8, p. 2191 (2020). doi:10.3390/s20082191.
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Cherng, Yih‐Giun ; Crevecoeur, Frédéric ; Wang, Chin‐An. Effects of pupillary light and darkness reflex on the generation of pro‐ And anti‐saccades. In: European Journal of Neuroscience, (2020). doi:10.1111/ejn.15083 (Accepté/Sous presse).
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Hastir, Anthony ; Winkin, Joseph J. ; Dochain, Denis. Exponential stability of nonlinear infinite-dimensional systems: Application to nonisothermal axial dispersion tubular reactors. In: Automatica, Vol. 121, p. 109201 (2020). doi:10.1016/j.automatica.2020.109201.
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Crevecoeur, Frédéric ; Mathew, James ; Bastin, Marie ; Lefèvre, Philippe. Feedback Adaptation to Unpredictable Force Fields in 250 ms. In: eNeuro, Vol. 7, no. 2, p. ENEURO.0400-19.2020 [1-13] (2020). doi:10.1523/eneuro.0400-19.2020.
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Berger, Guillaume ; Jungers, Raphaël M.. Formal methods for computing hyperbolic invariant sets for nonlinear systems. In: IEEE Control Systems Letters, Vol. 4, no. 1, p. 235-240 (2020). doi:10.1109/LCSYS.2019.2923923.
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Birpoutsoukis, Georgios ; Hendrickx, Julien. Gaussian process regression for the estimation of stable univariate time-series processes. In: ESANN 2020 Proceedings, , p. P685-690 (2020).
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Van Hoorebeeck, Loïc ; Absil, Pierre-Antoine ; Papavasiliou, Anthony. Global Solution of Economic Dispatch with Valve Point Effects and Transmission Constraints. In: Electric Power Systems Research, Vol. 189, p. 106786 (2020). doi:10.1016/j.epsr.2020.106786.
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Bianchin, Gianluca ; Pasqualetti, Fabio. Gramian-Based Optimization for the Analysis and Control of Traffic Networks. In: IEEE Transactions on Intelligent Transportation Systems, Vol. 21, no.7, p. 3013-3024 (2020). doi:10.1109/tits.2019.2922900.
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Benjilali, Wissam ; Guicquero, William ; Jacques, Laurent ; Sicard, Gilles. Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference. In: IEEE Transactions on Circuits and Systems I: Regular Papers, Vol. 67, no.4, p. 1218-1231 (2020). doi:10.1109/tcsi.2020.2971565.
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Benner, Peter ; Goyal, Pawan ; Van Dooren, Paul. Identification of port-Hamiltonian systems from frequency response data. In: Systems & Control Letters, Vol. 143, p. 104741 (2020). doi:10.1016/j.sysconle.2020.104741.
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Harmand, J. ; Rapaport, A. ; Dochain, Denis. Increasing the dilution rate can globally stabilize two-step biological systems. In: Journal of Process Control, Vol. 95, p. 67-74 (2020). doi:10.1016/j.jprocont.2020.08.009.
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Mulders, Dounia ; De Bodt, Cyril ; Bjelland, Johannes ; Pentland, Alex ; Verleysen, Michel ; de Montjoye, Yves-Alexandre. Inference of node attributes from social network assortativity. In: Neural Computing and Applications, Vol. 32, no. /, p. 18023-18043 (December 2020). doi:10.1007/s00521-018-03967-z.
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Hendrickx, Julien. Julien M. Hendrickx [People in Control]. In: IEEE Control Systems Magazine, Vol. 40, no.4, p. 21-22 (2020). doi:10.1109/MCS.2020.2990512.
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Dopico, Froilán M. ; Marcaida, Silvia ; Quintana, María C. ; Van Dooren, Paul. Local linearizations of rational matrices with application to rational approximations of nonlinear eigenvalue problems. In: Linear Algebra and its Applications, Vol. 604, p. 441-475 (2020). doi:10.1016/j.laa.2020.07.004.
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Dettmann, Carl P. ; Jungers, Raphaël M. ; Mason, Paolo. Lower bounds and dense discontinuity phenomena for the stabilizability radius of linear switched systems. In: Systems & Control Letters, Vol. 142, p. 104737 (2020). doi:10.1016/j.sysconle.2020.104737.
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El Khoury, Ghady ; Barbier, Olivier ; Libouton, Xavier ; Thonnard, Jean-Louis ; Lefèvre, Philippe ; Penta, Massimo. Manual ability in hand surgery patients: Validation of the ABILHAND scale in four diagnostic groups.. In: PLoS One, Vol. 15, no. 12, p. e0242625 [1-17] (2020). doi:10.1371/journal.pone.0242625.
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Gandica, Yérali ; Decuyper, Adeline ; Cloquet, Christophe ; Thomas, Isabelle ; Delvenne, Jean-Charles. Measuring the effect of node aggregation on community detection. In: EPJ Data Science, Vol. 9, no. 6 (2020). doi:10.1140/epjds/s13688-020-00223-0.
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Scheuer, A. ; Grégoire, G. ; Abisset-Chavanne, E. ; Chinesta, F. ; Keunings, Roland. Modelling the effect of particle inertia on the orientation kinematics of fibres and spheroids immersed in a simple shear flow. In: Computers & Mathematics with Applications, Vol. 79, no.3, p. 539-554 (2020). doi:10.1016/j.camwa.2018.12.039.
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Gutierrez Gomez, Efrain Leonardo ; Bovet, Alexandre ; Delvenne, Jean-Charles. Multi-scale anomaly detection on attributed networks. In: Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 34, no. 1, p. AAAI-20 Technical Tracks 1 (21% acceptance rate) (2020).
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Cinelli, Matteo ; Peel, Leto ; Iovanella, Antonio ; Delvenne, Jean-Charles. Network constraints on the mixing patterns of binary node metadata. In: Physical Review E, Vol. 102, no.6 (2020). doi:10.1103/physreve.102.062310.
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Hautecoeur, Cécile ; Glineur, François. Nonnegative Matrix Factorization over Continuous Signals using Parametrizable Functions. In: Neurocomputing, Vol. 416, p. 256–265 (2020). doi:10.1016/j.neucom.2019.11.109.
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Mastronardi, Nicola ; Van Dooren, Paul. On QZ steps with perfect shifts and computing the index of a differential-algebraic equation. In: IMA Journal of Numerical Analysis, (2020). doi:10.1093/imanum/draa049 (Accepté/Sous presse).
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Haile, Darrell ; Rowen, Louis ; Tignol, Jean-Pierre. On Quaternion Algebras Split by a Given Extension, Clifford Algebras and Hyperelliptic Curves. In: Algebras and Representation Theory, Vol. 23, no.4, p. 1807-1826 (2020). doi:10.1007/s10468-019-09914-3.
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Hastir, Anthony ; Winkin, Joseph J. ; Dochain, Denis. On exponential bistability of equilibrium profiles of nonisothermal axial dispersion tubular reactors. In: IEEE Transactions on Automatic Control, , p. 1-1 (2020). doi:10.1109/tac.2020.3014457.
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Gomez, Marco A. ; Jungers, Raphaël M. ; Michiels, Wim. On the m-dimensional Cayley–Hamilton theorem and its application to an algebraic decision problem inferred from the H2 norm analysis of delay systems. In: Automatica, Vol. 113, no. 108761, p. 9 (2020). doi:10.1016/j.automatica.2019.108761.
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Berger, Guillaume ; Absil, Pierre-Antoine ; Jungers, Raphaël M. ; Nesterov, Yurii. On the quality of first-order approximation of functions with Hölder continuous gradient. In: Journal of Optimization Theory and Applications, Vol. 185, p. 17-33 (2020). doi:10.1007/s10957-020-01632-x.
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Mehrmann, Volker ; Van Dooren, Paul. Optimal Robustness of Port-Hamiltonian Systems. In: SIAM Journal on Matrix Analysis and Applications, Vol. 41, no.1, p. 134-151 (2020). doi:10.1137/19m1259092.
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Mehrmann, V ; Van Dooren, Paul. Optimal robustness of passive discrete-time systems. In: IMA Journal of Mathematical Control and Information, Vol. 37, no.4, p. 1248-1269 (2020). doi:10.1093/imamci/dnaa013.
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Legat, Benoît ; Rakovic, Sasa V. ; Jungers, Raphael M.. Piecewise Semi-Ellipsoidal Control Invariant Sets. In: IEEE Control Systems Letters, Vol. 5, no.3, p. 755-760 (2021). doi:10.1109/lcsys.2020.3005326.
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Mehdifar, Farhad ; Charalampos P. Bechlioulis ; Farzad Hashemzadeh ; Mahdi Baradarannia. Prescribed Performance Distance-Based Formation Control of Multi-Agent Systems (Extended Version). In: Automatica, (2019) (Accepté/Sous presse).
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Romo-Hernandez, Romo ; Hudon, Nicolas ; Ydstie, Erik ; Dochain, Denis. Pressure Control for Liquid-Vapor Systems far from Thermodynamic Equilibrium. In: Industrial & Engineering Chemistry Research, Vol. 59, no. 6, p. 2252-2260 (2019).
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Massart, Estelle ; Absil, Pierre-Antoine. Quotient Geometry with Simple Geodesics for the Manifold of Fixed-Rank Positive-Semidefinite Matrices. In: SIAM Journal on Matrix Analysis and Applications, Vol. 41, no.1, p. 171-198 (2020). doi:10.1137/18m1231389.
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Mathew, James ; Lefèvre, Philippe ; Crevecoeur, Frédéric. Rapid changes in movement representations during human reaching could be preserved in memory for at least 850ms. In: eneuro, Vol. 7, no. 6, p. 1-13 (2020). doi:10.1523/eneuro.0266-20.2020.
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Gueuning, Martin ; Cheng, Sibo ; Lambiotte, Renaud ; Delvenne, Jean-Charles. Rock–paper–scissors dynamics from random walks on temporal multiplex networks. In: Journal of Complex Networks, Vol. 8, no.2 (2019). doi:10.1093/comnet/cnz027.
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Bianchin, Gianluca ; Pasqualetti, Fabio. Routing Apps May Cause Oscillatory Congestions in Traffic Networks. In: IEEE Open Journal of Control Systems. doi:10.1109/cdc42340.2020.9303866.
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Wang, Zheming ; Jungers, Raphael M.. Scenario-Based Set Invariance Verification for Black-Box Nonlinear Systems. In: IEEE Control Systems Letters, Vol. 5, no. 1, p. 193-198 (2021). doi:10.1109/lcsys.2020.3001882.
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Bianchin, Gianluca ; Liu, Yin-Chen ; Pasqualetti, Fabio. Secure Navigation of Robots in Adversarial Environments. In: IEEE Control Systems Letters, Vol. 4, no.1, p. 1-6 (2020). doi:10.1109/lcsys.2019.2921753.
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Liu, Yin-Chen ; Bianchin, Gianluca ; Pasqualetti, Fabio. Secure trajectory planning against undetectable spoofing attacks. In: Automatica, Vol. 112, p. 108655 (2020). doi:10.1016/j.automatica.2019.108655.
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Mathew, James ; Masson, Guillaume S. ; Danion, Frederic R.. Sex differences in visuomotor tracking. In: Scientific Reports, Vol. 10, no.1 (2020). doi:10.1038/s41598-020-68069-0.
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Rodomanov, Anton ; Nesterov, Yurii. Smoothness Parameter of Power of Euclidean Norm. In: Journal of Optimization Theory and Applications, Vol. 185, no.2, p. 303-326 (2020). doi:10.1007/s10957-020-01653-6.
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Nesterov, Yurii. Soft clustering by convex electoral model. In: Soft Computing, Vol. 24, no.23, p. 17609-17620 (2020). doi:10.1007/s00500-020-05148-4.
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Gutiérrez-Gómez, Leonardo ; Vohryzek, Jakub ; Chiêm, Benjamin ; Baumann, Philipp S. ; Conus, Philippe ; Cuenod, Kim Do ; Hagmann, Patric ; Delvenne, Jean-Charles. Stable biomarker identification for predicting schizophrenia in the human connectome. In: NeuroImage: Clinical, Vol. 27, p. 102316 (2020). doi:10.1016/j.nicl.2020.102316.
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Ozdamar, Idil ; Alipour Sormoli, Mohammadreza ; Delhaye, Benoit ; Lefèvre, Philippe ; Basdogan, Cagatay. Step-Change in Friction under Electrovibration. In: IEEE Transactions on Haptics, Vol. 13, no. 1, p. 137-143 (2020). doi:10.1109/toh.2020.2966992.
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Freitas, Nahuel ; Delvenne, Jean-Charles ; Esposito, Massimiliano. Stochastic and Quantum Thermodynamics of Driven RLC Networks. In: Physical Review X, Vol. 10, no.3 (2020). doi:10.1103/physrevx.10.031005.
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Legat, Benoît ; Tabuada, Paulo ; Jungers, Raphaël M.. Sum-of-Squares methods for controlled invariant sets with applications to model-predictive control. In: Nonlinear Analysis: Hybrid Systems, Vol. 36, p. 100858 (2020). doi:10.1016/j.nahs.2020.100858.
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Nunes Grapiglia, Geovani ; Nesterov, Yurii. Tensor methods for minimizing convex functions with Hölder continuous higher-order derivatives. In: SIAM Journal on Optimization, Vol. 30, no. 4, p. 2750-2779 (2020). doi:10.1137/19M1259432.
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White, Olivier ; Gaveau, Jérémie ; Bringoux, Lionel ; Crevecoeur, Frédéric. The gravitational imprint on sensorimotor planning and control. In: Journal of Neurophysiology, Vol. 124, no. 1 (2020). doi:10.1152/jn.00381.2019.
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Catalano, Costanza ; Jungers, Raphaël M.. The synchronizing probability function for primitive sets of matrices. In: International Journal of Foundations of Computer Science, Vol. 31, no. 06, p. 777-803 (2020). doi:10.1142/S0129054120410051.
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Falasco, Gianmaria ; Esposito, Massimiliano ; Delvenne, Jean-Charles. Unifying thermodynamic uncertainty relations. In: New Journal of Physics, Vol. 22, no.5, p. 053046 (2020). doi:10.1088/1367-2630/ab8679.
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De Klerk, Etienne ; Glineur, François ; Taylor, Adrien B.. Worst-Case Convergence Analysis of Inexact Gradient and Newton Methods Through Semidefinite Programming Performance Estimation. In: SIAM Journal on Optimization, Vol. 30, no.3, p. 2053-2082 (2020). doi:10.1137/19m1281368.
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2025Vuille, Alexis ; Berger, Guillaume ; Jungers, Raphaël M.. A stochastic-optimization-based adaptive-sampling scheme for data-driven stability analysis of switched linear systems. 2025 IEEE 64th Conference on Decision and Control (CDC) (Rio de Janeiro, Brazil, du 9/12/2025 au 12/12/2025). In: 2025 IEEE 64th Conference on Decision and Control (CDC), (2025).
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Janssens, Adrien ; Banse, Adrien ; Calbert, Julien ; Jungers, Raphaël M.. Agile Temporal Discretization for Symbolic Optimal Control. 2025 IEEE 64th Conference on Decision and Control (CDC) (Rio de Janeiro, Brazil, du 9/12/2025 au 12/12/2025). doi:10.1109/cdc57313.2025.11312201.
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Ghanbarpour, Masoumeh ; Berger, Guillaume ; Sankaranarayanan, Sriram. Controlled supermartingale functions for stochastic differential equations: inference and applications. 2025 IEEE 64th Conference on Decision and Control (CDC) (Rio de Janeiro, Brazil, du 9/12/2025 au 12/12/2025). In: 2025 IEEE 64th Conference on Decision and Control (CDC), (2025).
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Vernimmen, Pierre ; Glineur, François. Empirical and computer-aided robustness analysis of long-step and accelerated methods in smooth convex optimization. 5th International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences (Metz, France, du 04/06/2025 au 06/06/2025). In: Proceedings of the 5th International Conference on MCO 2025, 2025. n/A.
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Mil-Homens Cavaco, Nicolas ; Jacques, Laurent ; Absil, Pierre-Antoine. Exoplanet detection in angular and spectral differential imaging with an accelerated proximal gradient algorithm. ESANN 2025 (Bruges (Belgium) and online, du 23/4/2025 au 25/4/2025). In: ESANN Proceedings, (2025). doi:10.14428/esann/2025.es2025-103.
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Debauche, Virginie ; Edwards, Alec ; Jungers, Raphaël M. ; Abate, Alessandro. Formal Synthesis of Lyapunov Stability Certificates for Linear Switched Systems using ReLU Neural Networks. 2nd International Conference on Neuro-symbolic Systems (University of Pennsylvania, Philadelphia, Pennsylvania, USA, du 28/05/2025 au 30/05/2025). In: Proceedings of Machine Learning Research, Vol. 288, p. 1-13 (2025).
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Goyens, Florentin ; Absil, Pierre-Antoine ; Feppon, Florian. Geometric Design of the Tangent Term in Landing Algorithms for Orthogonality Constraints. 7th International Conference, GSI 2025 (Saint-Malo, France, du 29/10/2025 au 31/10/2025). In: Lecture Notes in Computer Science : Geometric Science of Information, Springer / Springer-Cham, 2025. 9783032039231, p. 133-141. doi:10.1007/978-3-032-03924-8_14.
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Massion, Bastien ; Massart, Estelle. Grassmannian Frame Computation via Accelerated Alternating Projections. Sampling Theory and Applications (Vienna, du 28/07/2025 au 01/08/2025). In: Proceedings of the International Conference on Sampling Theory and Applications, (2025). doi:10.1109/SampTA64769.2025.11133550.
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Hanon, Théo ; Mil-Homens Cavaco, Nicolas ; Kiely, John ; Jacques, Laurent. Herglotz-NET: Implicit Neural Representation of Spherical Data with Harmonic Positional Encoding. 2025 International Conference on Sampling Theory and Applications (SampTA) (Vienna, Austria, du 28/7/2025 au 1/8/2025). In: Sampta'25 proceedings, Vol. 1, no.1, p. 1-5 (2025). doi:10.1109/sampta64769.2025.11133527.
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Bayat, Amir ; Abate, Alessandro ; Ozay, Necmiye ; Jungers, Raphaël M.. LLM-Enhanced Symbolic Control for Safety-Critical Applications. IFAC-ICONS (Padova, Italy, du 15/09/2025 au 18/09/2025). In: IFAC-PapersOnLine, Vol. 59, no.26, p. 43-48 (2025). doi:10.1016/j.ifacol.2025.12.008.
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Banse, Adrien ; Delimpaltadakis, Giannis ; Laurenti, Luca ; Mazo, Manuel ; Jungers, Raphaël M.. Memory-dependent abstractions of stochastic systems through the lens of transfer operators. HSCC '25: Computation and Control (Irvine CA USA, du 06/05/2025 au 09/05/2025). In: Proceedings of the 28th ACM International Conference on Hybrid Systems: Computation and Control, , no.3, p. 1-12 (2025). doi:10.1145/3716863.3718039.
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Vandamme, Clémence ; Otlet, Virginie ; Ronsse, Renaud ; Crevecoeur, Frédéric. Modulation of gait control under metronomic constraints assessed by long-range autocorrelations in healthy population and in Parkinson's disease. International Society of Posture and Gait Research (ISPGR) World Congress 2025 (Maastricht, Netherlands, du 29/06/2025 au 03/07/2025).
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Jongeneel, Wouter ; Jungers, Raphaël M.. On preorders of path-complete Lyapunov functions through lifts. 44th Benelux Meeting on Systems and Control (Egmond aan Zee, The Netherlands, du 18/03/2025 au 20/03/2025). In: Book of Abstracts 44th Benelux Meeting on Systems and Control, 2025.
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Mataigne, Simon ; Absil, Pierre-Antoine ; Miolane, Nina. On the Approximation of the Riemannian Barycenter. 7th International Conference, GSI 2025 (Saint-Malo, France, du 29/10/2025 au 31/10/2025). In: Lecture Notes in Computer Science : Geometric Science of Information, Springer / Springer-Cham, 2025. 9783032039200, p. 12-21. doi:10.1007/978-3-032-03921-7_2.
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Berger, Guillaume ; Jungers, Raphaël M.. Online complexity estimation for repetitive scenario design. 2025 IEEE 64th Conference on Decision and Control (CDC) (Rio de Janeiro, Brazil, du 9/12/2025 au 12/12/2025). In: 2025 IEEE 64th Conference on Decision and Control (CDC), (2025).
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Mehrnoosh, Amir ; Bianchin, Gianluca. Optimization of Linear Multi-Agent Dynamical Systems via Feedback Distributed Gradient Descent Methods. 2025 American Control Conference (ACC) (Denver, CO, USA, du 8/7/2025 au 10/7/2025). In: IEEE Xplore, 2025. 979-8-3315-6937-2. doi:10.23919/acc63710.2025.11107569.
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Mehrnoosh, Amir ; Bianchin, Gianluca. Optimization of Linear Multi-Agent Dynamical Systems via Feedback Distributed Gradient Descent Methods. 2025 American Control Conference (ACC) (Denver, CO, USA, du 8/7/2025 au 10/7/2025). In: 2025 American Control Conference (ACC), (2025). doi:10.23919/acc63710.2025.11107569.
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Jongeneel, Wouter ; Jungers, Raphaël M.. Ordering and refining path-complete Lyapunov functions through composition lifts. 2025 IEEE 64th Conference on Decision and Control (CDC) (Rio de Janeiro, Brazil, du 9/12/2025 au 12/12/2025). doi:10.1109/cdc57313.2025.11312012.
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Kamali, Sara ; Berger, Guillaume ; Sankaranarayanan, Sriram. Polyhedral control Lyapunov functions for switched affine systems. 28th ACM International Conference on Hybrid Systems: Computation and Control (Irvine, CA, USA, du 6/5/2025 au 9/5/2025). In: HSCC '25: Proceedings of the 28th ACM International Conference on Hybrid Systems: Computation and Control, p. 1-11 (2025). doi:10.1145/3716863.3718048.
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Van Dessel, Guillaume ; Glineur, François. Presolve techniques for quasi-convex chance constraints with finite-support low-dimensional uncertainty. 5th International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences (Metz, France, du 04/06/2025 au 06/06/2025). In: Proceedings of the 5th International Conference on MCO 2025, 2025. n/A.
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Delogne, Rémi ; Jacques, Laurent. Random Features for Grassmannian Kernels. 2025 IEEE Statistical Signal Processing Workshop (SSP) (Edinburgh, United Kingdom, du 8/6/2025 au 11/6/2025). In: SSP proceedings, Vol. 1, no.1, p. 1-4 (2025). doi:10.1109/ssp64130.2025.11073301.
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Zhang, Shuyuan ; Jungers, Raphaël M. ; Lei, Wang. Region of Synchronization Estimation for Complex Networks via SOS Programming. 2025 European Control Conference (ECC) (Thessaloniki, Greece, du 24/6/2025 au 27/6/2025). doi:10.23919/ecc65951.2025.11187192.
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Banse, Adrien ; Giannis Delimpaltadakis ; Luca Laurenti ; Manuel M. Mazo ; Jungers, Raphaël M.. Smart abstraction of stochastic systems using memory. 44th Benelux Meeting on Systems and Control (Egmond aan Zee (The Netherlands), du 18/03/2025 au 20/03/2025).
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Bianchin, Gianluca ; van Scoy, Bryan. 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, du 9/12/2025 au 12/12/2025).
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Rotaru, Teodor ; Panagiotis, Patrinos ; Glineur, François. Tight Analysis of Difference-of-Convex Algorithm (DCA) Improves Convergence Rates for Proximal Gradient Descent. The 28th International Conference on Artificial Intelligence and Statistics (Phuket, Thailand, du 03/05/25 au 05/05/25). In: PMLR Proceedings of Machine Learning Research, Vol. 258, p. 4114-4122 (2025).
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Rotaru, Teodor ; Patrinos,Panagiotis ; Glineur, François. Tight Convergence Rates in Gradient Mapping for the Difference-of Convex Algorithm. 5th International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences (Metz, France, du 04/06/2025 au 06/06/2025). In: Proceedings of the 5th International Conference on MCO 2025, 2025. n/A.
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Tachella, Julián ; Davies, Mike ; Jacques, Laurent. UNSURE: self-supervised learning with Unknown Noise level and Stein's Unbiased Risk Estimate. 13th International Conference on Learning Representations (ICLR 2025) (Singapore, du 24/04/2025 au 28/04/2025). In: 13th International Conference on Learning Representations (ICLR 2025), International Conference on Learning Representations (ICLR): Curran Associates, Inc. ( Jun 2025 ), 2025. 9798331320850.
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ANDRIANASOLO, Miarintsoa Neilla ; RALANTONIRINA, Manitra Raheliarisoa ; baillet, Dorothée ; Wertz, Vincent ; NTIBASHIRAKANDI, Libérat. 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, du 19/05/2025 au 23/05/2025).
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2024Beghin, Philémon ; Ceulemans, Anne-Emmanuelle ; Glineur, François. A Quantitative Study of Violin Geometry Using Contour Lines. Conference on Cultural Heritage and New Technologies (CHNT29) (Vienna, du 04/11/2024 au 06/11/2024).
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Berger, Guillaume ; Narasimhamurthy, Monal ; Sankaranarayanan, Sriram. Algorithms for identifying flagged and guarded linear systems. 27th ACM International Conference on Hybrid Systems: Computation and Control (Hong Kong, China, du 13/05/2024 au 16/05/2024). In: HSCC '24: Proceedings of the 27th ACM International Conference on Hybrid Systems: Computation and Control, p. 1-13 (2024). doi:10.1145/3641513.3650140.
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Duprez, Guillaume ; Hall, James ; Saal, Hannes ; Delhaye, Benoit ; Delannay, Laurent. Can OCT Imaging and FE Simulations assist us Tackle Fingertip micromechanics?. Eurohaptics Annual Meeting (Lille, du 01/07/2024 au 03/07/2024). doi:10.5281/zenodo.12548978 (Soumis).
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Legat, Antoine ; Hendrickx, Julien. Combinatorial Characterization for Global Identifiability of Separable Networks with Partial Excitation and Measurement. 2023 62nd IEEE Conference on Decision and Control (CDC) (Singapore, Singapore, du 13/12/2023 au 15/12/2023). In: 2023 62nd IEEE Conference on Decision and Control (CDC), 2024. n/A, p. 2471-2476. doi:10.1109/cdc49753.2023.10383708.
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Bousselmi, Nizar ; Pustelnik, Nelly ; Hendrickx, Julien ; Glineur, François. Comparison of Proximal First-Order Primal and Primal-Dual Algorithms via Performance Estimation. 2024 32nd European Signal Processing Conference (EUSIPCO) (Lyon, France, du 26/08/2024 au 30/08/2024). In: Eusipco 2024, 2024. 978-9-4645-9361-7, p. 2647-2651. doi:10.23919/EUSIPCO63174.2024.10715388.
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Berger, Guillaume ; Ghanbarpour, Masoumeh ; Sankaranarayanan, Sriram. Cone-based abstract interpretation for nonlinear positive invariant synthesis. 27th ACM International Conference on Hybrid Systems: Computation and Control (Hong Kong, China, du 13/05/2024 au 16/05/2024). In: HSCC '24: Proceedings of the 27th ACM International Conference on Hybrid Systems: Computation and Contro, p. 1-16 (2024). doi:10.1145/3641513.3650127.
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Vernimmen, Pierre ; Glineur, François. Convergence analysis of an inexact gradient method on smooth convex functions. ESANN 2024, European Symposium on Artificial Neural Networks, Computational Intellignece and Machine Learning (Bruges (Belgium) and online, du 9/10/2024 au 11/10/2024). In: ESANN 2024 proceedings, 2024. 978-2-87587-090-2. doi:10.14428/esann/2024.es2024-171.
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Bianchin, Gianluca ; Delvenne, Jean-Charles. Cycle families and Resilience of Dynamical Networks. 2024 American Control Conference (ACC) (Toronto, ON, Canada, du 10/7/2024 au 12/7/2024). In: IEEE Xplore, 2024. 979-8-3503-8265-5. doi:10.23919/acc60939.2024.10644385.
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Sechaud, Victor ; Jacques, Laurent ; Tachella, Julián . Equivariance-based self-supervised learning for audio signal recovery from clipped measurements. 32nd European Signal Processing Conference (EUSIPCO) (Lyon, du 26/08/2024 au 30/08/2024). In: Proc of 32nd European Signal Processing Conference (EUSIPCO), Vol. 1, no.1, p. 852 (2024).
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Vandamme, Clémence ; Otlet, Virginie ; Ronsse, Renaud ; Crevecoeur, Frédéric. Flexible and rapid modulation of gait control assessed by long-range autocorrelation. 33rd Annual Meeting of the Society for the Neural Control of Movement (NCM 2024) (Dubrovnik, Croatia, du 15/04/2024 au 19/04/2024).
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Debauche, Virginie ; Jungers, Raphaël M.. Formal Synthesis of Lyapunov Stability Certificates for Linear Switched Systems using ReLU Neural Networks. 6th Annual Learning for Dynamics & Control Conference (Oxford, du 15/07/2024 au 17/07/2024).
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Eertmans, Jérome ; Oestges, Claude ; Jacques, Laurent. Fully Differentiable Ray Tracing via Discontinuity Smoothing for Radio Network Optimization. 18th European Conference on Antennas and Propagation (EuCAP 2024) (Glasgow, Scotland, du 18/03/2024 au 22/03/2024). In: Proceedings 18th European Conference on Antennas and Propagation, EurAAP, 2024. 979-8-3503-9443-6, 1-5. doi:10.23919/EuCAP60739.2024.10501570.
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Rafanomezantsoa, Ny Rindralalaina ; Frenay, Mariane ; Colognesi, Stéphane ; Wertz, Vincent. 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), du 27/03/2024 au 28/03/2024).
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Doumont, Donatien ; Delhaye, Benoit ; Lefèvre, Philippe. Measurement and Modeling of 3-D Fingertip Mechanical Response to Normal Loading. Eurohaptics Annual Meeting Workshop (Lille, du 30/06/2024 au 03/07/2024).
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Jungers, Raphaël M. ; Calbert, Julien ; Mattenet, Sébastien ; Girard, Antoine. Memoryless concretization relation. HSCC '24: Proceedings of the 27th ACM International Conference on Hybrid Systems: Computation and Control (Hong Kong, du 14/05/2024 au 16/05/2024). In: Proceedings of the 27th ACM International Conference on Hybrid Systems: Computation and Control, Vol. 1, no.1, p. 147-155 (2024). doi:10.1145/3641513.3650132.
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Vizuete Haro, Renato Sebastian ; Hendrickx, Julien. Nonlinear identifiability of directed acyclic graphs with partial excitation and measurement. 2024 IEEE 63rd Conference on Decision and Control (CDC) (Milan, Italy, du 16/12/2024 au 19/12/2024). In: Proceedings of the 61th IEEE Conference on Decision and Control (CDC 2024), 2024. n/A. doi:10.1109/cdc56724.2024.10886435.
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Colla, Sébastien ; Hendrickx, Julien. On the Optimal Communication Weights in Distributed Optimization Algorithms. 26th International Symposium on Mathematical Theory of Networks and Systems MTNS 2024 (Cambridge,United Kingdom, du 19/08/2024 au 23/08/2024). In: IFAC-PapersOnLine, Vol. 58, no.17, p. 19-24 (2024). doi:10.1016/j.ifacol.2024.10.107.
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Cassandre Tasiaux ; Dochain, Denis ; Joshua Taylor ; Alain Rapaport ; Peter Vanrolleghem. Optimization of the Paris wastewater treatment plants and sewer network: preliminary results. Control conference Africa (Mauritius, du 16/09/2024 au 18/09/2024). In: IFAC Symposia Series, Vol. -, no.-, p. - (2024).
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Vary, Simon ; Ablin, Pierre ; Gao, Bin ; Absil, Pierre-Antoine. Optimization without Retraction on the Random Generalized Stiefel Manifold. 41st International Conference on Machine Learning (ICML 2024) (Messe Wien Exhibition Congress Center, Vienna, Austria, du 21/07/2024 au 27/07/2024). In: Proceedings of Machine Learning Research, Vol. 235, p. 49226-49248 (2024).
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Anand, Mahathi ; Jungers, Raphaël M. ; Zamani, Majid ; Allgöwer, Frank. Path-Complete Barrier Functions for Safety of Switched Linear Systems. 2024 IEEE 63rd Conference on Decision and Control (CDC) (Milan, Italy, du 16/12/2024 au 19/12/2024). In: Proceedings 2024 IEEE 63rd Conference on Decision and Control (CDC), (2024). doi:10.1109/cdc56724.2024.10886799.
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Delogne, Rémi ; Jacques, Laurent. Quadratic polynomial kernel approximation with asymmetric embeddings. DEEPK24 (Leuven, du 07/03/2024 au 08/03/2024). In: International Workshop on Deep Learning and Kernel Machines (2024).
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Vizuete Haro, Renato Sebastian ; Frasca, Paolo ; Panteley, Elena. SIS Epidemics on Open Networks: A Replacement-Based Approximation. 2024 European Control Conference (ECC) (Stockholm, Sweden, du 25/6/2024 au 28/6/2024). In: n/, (2024). doi:10.48550/arXiv.2403.16727. doi:10.23919/ecc64448.2024.10591224.
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Banse, Adrien ; Licio Romao ; Alessandro Abate ; Jungers, Raphaël M.. Smart abstraction of dynamical systems via a Cantor-Kantorovich distance between Markov chains. 43rd Benelux Meeting on Systems and Control (Blankenberge, Belgium, du 26/03/2024 au 28/03/2024).
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Debauche, Virginie ; Alec Edwards ; Jungers, Raphaël M. ; Alessandro Abate. Stability Analysis of Switched Linear Systems with Neural Lyapunov Functions. The 38th Annual AAAI Conference on Artificial Intelligence (Vancouver, du 20/02/2024 au 27/02/2024).
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Jungers, Raphaël M.. Statistical comparison of Path-Complete Lyapunov Functions: a Discrete-Event Systems perspective. WODES 2024 (Rio de Janeiro, Brazil , du 29/04/2024 au 01/05/2024). In: In Proc. of IFAC-WODES'24, (2024).
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Van Brandt, Léopold ; Flandre, Denis ; Delvenne, Jean-Charles. Stochastic Nonlinear Dynamical Modelling of SRAM Bitcells in Retention Mode. 2024 8th IEEE Electron Devices Technology & Manufacturing Conference (EDTM) (Bangalore, India, du 3/3/2024 au 6/3/2024). In: IEEE Xplore, 2024. 979-8-3503-7152-9. doi:10.1109/edtm58488.2024.10512067.
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Mataigne, Simon ; Johan Mathe ; Sophia Sanborn ; Christopher Hillar ; Nina Miolane. The Selective G-Bispectrum and its Inversion: Applications to G-Invariant Networks. NeurIPS 2024: The Thirty-Eighth Annual Conference on Neural Information Processing Systems (Vancouver, du 10/12/2024 au 15/12/2024). In: Advances in Neural Information Processing Systems 37 (NeurIPS 2024) (Advances in Neural Information Processing Systems; 37), A. Globerson and L. Mackey and D. Belgrave and A. Fan and U. Paquet and J. Tomczak and C. Zhang, 2024. 9798331314385, p. 115682--115711.
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Van Brandt, Léopold ; Delvenne, Jean-Charles ; Flandre, Denis. Variability-Aware Noise-Induced Dynamic Instability of Ultra-Low-Voltage SRAM Bitcells. 2024 IEEE 15th Latin America Symposium on Circuits and Systems (LASCAS) (Punta del Este, Uruguay, du 27/2/2024 au 1/3/2024). In: IEEE Xplore, 2024. 979-8-3503-8122-1. doi:10.1109/lascas60203.2024.10506179.
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Loucheur, Benoît ; Absil, Pierre-Antoine ; Journée, Michel. Weather Data Imputation Using Graph-Based Low-Rank Matrix Completion with Variable Projection. BNAIC/BeNeLearn 2024 (Utrecht, du 18/11/2024 au 20/11/2024). In: Proceedings of BNAIC/BeNeLearn 2024, 2024. n/A, p. 1-16.
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2023Doumont, Donatien ; AR Kao ; GJ Gerling ; Browet, Arnaud ; Delhaye, Benoit ; Lefèvre, Philippe. 3-D reconstruction of the fingertip deformation during tactile interactions. Worldhaptics conference. Worldhaptics Annual Meeting.
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Doumont, Donatien ; Kao, AR ; Gerling, GJ ; Delhaye, Benoit ; Lefèvre, Philippe. 3-D reconstruction of the fingertip during tactile interaction.. Society for Neuroscience Annual Meeting (Washingthon, du 11/11/2023 au 17/07/2024).
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Shi Xiaopeng ; Chuanhou Gao ; Dochain, Denis. Accurate Control to Run and Stop Chemical Reactions Via Relaxation Oscillators. IFAC World Congress (Yokohama, du 09/07/2023 au 14/07/2023). In: IFAC Proceedings, Vol. 56, no.2, p. 10441–10446 (2023).
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Daglayan Sevim, Hazan ; Vary, Simon ; Absil, Pierre-Antoine. An Alternating Minimization Algorithm with Trajectory for Direct Exoplanet Detection. ESANN 2023 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (Bruges (Belgium) and online, du 4/10/2023 au 6/10/2023). In: ESANN 2023 proceedings, 2023. N 978-2-87587-088-9. doi:10.14428/esann/2023.es2023-137.
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Vermeylen, Charlotte ; Olikier, Guillaume ; Van Barel, Marc. An Approximate Projection onto the Tangent Cone to the Variety of Third-Order Tensors of Bounded Tensor-Train Rank. GSI'23 6th International Conference (St Malo, France, du 30/08/2023 au 01/09/2023). In: Lecture Notes in Computer Science : Geometric Science of Information, volume14071, Springer Nature Switzerland: Switzerland, 2023. 9783031382703, p. 484-493. doi:10.1007/978-3-031-38271-0_48.
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Calbert, Julien ; Neves Egidio, Lucas ; Jungers, Raphaël M.. An Efficient Method to Verify the Inclusion of Ellipsoids. IFAC World Congress 2023 (Yokohama, JAPAN, du 09/07/2023 au 14/07/2023) (Accepté/Sous presse).
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Leblanc, Olivier ; Jacques, Laurent ; Kamilov, Ulugbek. COLSI: Continuous Lippmann-Schwinger Intensity diffraction tomography. DIPopt (ENS Lyon, France., du 27/11/2023 au 30/11/2023).
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Chorobura, Flavia ; Glineur, François ; Necoara, Ion. Can random proximal coordinate descent be accelerated on nonseparable convex composite minimization problems?. 2023 European Control Conference (ECC) (Bucharest, Romania, du 13/6/2023 au 16/6/2023). In: 2023 European Control Conference (ECC), I E E E, 2023. 978-3-907144-08-4. doi:10.23919/ecc57647.2023.10178217.
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X. Zhang ; Chuanhou Gao ; Dochain, Denis. Capturing persistence of delayed complex balanced chemical reaction systems via decomposition of semilocking sets. Conference on Decision and Control (Singapore, du 13/12/2023 au 15/12/2023). In: IEEEXplore, 2023. 978-80-8075-477-8.
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Debauche, Virginie ; Della Rossa, Matteo ; Jungers, Raphaël M.. 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, du 09/05/2023 au 12/05/2023). doi:10.1145/3575870.3587114.
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Massart, Estelle ; Abrol, Vinayak . Coordinate descent on the Stiefel manifold for deep neural network training. 31st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. (Bruges, Belgium, du 04/10/2023 au 06/10/2023). In: ESANN 2023 proceedings, 2023. 978-2-87587-088-9.
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Bianchin, Gianluca. Data-Driven Exact Pole Placement for Linear Systems. 2023 62nd IEEE Conference on Decision and Control (CDC) (Singapore, Singapore, du 13/12/2023 au 15/12/2023). In: IEEE Xplore, 2023. 979-8-3503-0124-3. doi:10.1109/CDC49753.2023.10384008.
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Banse, Adrien ; Romao, Licio ; Abate, Alessandro ; Jungers, Raphaël M.. Data-driven Abstractions via Adaptive Refinements and a Kantorovich Metric. 2023 62nd IEEE Conference on Decision and Control (CDC) (Singapore, Singapore, du 13/12/2023 au 15/12/2023). In: 2023 62nd IEEE Conference on Decision and Control (CDC), (2023). doi:10.1109/cdc49753.2023.10383513.
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Calbert, Julien ; Jungers, Raphaël M.. Data-driven heuristic symbolic models and application to limit-cycle detection. American Control Conference (ACC) (San Diego, CA, USA, du 31/05/2023 au 02/06/2023). In: American Control Conference. Proceedings, , p. 4351 - 4356 (2023). doi:10.23919/ACC55779.2023.10156175.
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Wang, Zheming ; Chen, Bo ; Jungers, Raphaël M. ; Yu, li. Data-driven reachability analysis of Lipschitz nonlinear systems via support vector data description. 2023 62nd IEEE Conference on Decision and Control (CDC) (Singapore, du 13/12/2023 au 15/12/2023).
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Alain Rapaport ; Dochain, Denis. Design of Asymptotic Observers to Estimate Parameters of Systems That Are Not Asymptotically Identifiable. IFAC World Congress (Yokohama, du 09/07/2023 au 14/07/2023). In: IFAC Proceedings, Vol. 56, no.2, p. 11651–11656 (2023).
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Daglayan Sevim, Hazan ; Vary, Simon ; Leplat, Valentin ; Gillis, Nicolas ; Absil, Pierre-Antoine. Direct Exoplanet Detection Using L1 Norm Low-Rank Approximation. BNAIC/BeNeLearn 2023 (Delft, The Netherlands, du 08/11/2023 au 10/11/2023). In: Proceedings of BNAIC/BeNeLearn 2023, , p. 1-13 (2023). doi:10.48550/arXiv.2304.03619.
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Debauche, Virginie ; Jungers, Raphaël M.. Formal Synthesis of Path-Complete Lyapunov Functions on Neural Templates. 42th Benelux meeting on systems and control (Elspeet, du 21/03/2023 au 23/03/2023).
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Loucheur, Benoît ; Absil, Pierre-Antoine ; Journée, Michel. Graph-Based Matrix Completion Applied to Weather Data. 31st European Signal Processing Conference (EUSIPCO 2023) (Helsinki, du 04/09/2023 au 08/09/2023). In: Proceedings of the 31st European Signal Processing Conference (EUSIPCO 2023), p. 1973-1977. In: arXiv, 2023. doi:10.48550/arXiv.2306.08627.
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Delhaye, Benoit ; Lallemand, Sarah ; Doumont, Donatien ; Lefèvre, Philippe. Impact of moisture on the biomechanical response of finger pad skin.. Society for Neuroscience Annual Meeting (Washingthon, du 11/11/2023 au 15/11/2023).
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Leblanc, Olivier ; Hofer, Matthias ; Sivankutty, Siddharth ; Rigneault, Hervé ; Jacques, Laurent. Interferometric single-pixel imaging with a multicore fiber. International Symposium on Computational Sensing (ISCS23) (Luxembourg, du 12/06/2023 au 14/06/2023). In: Proceedings of the First International Symposium on Computational Sensing (ISCS23), Vol. 1, no. 1 (2023). doi:10.48550/arXiv.2307.08562 (Soumis).
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Rubbens, Anne ; Bousselmi, Nizar ; Colla, Sébastien ; Hendrickx, Julien. Interpolation Constraints for Computing Worst-Case Bounds in Performance Estimation Problems. 2023 62nd IEEE Conference on Decision and Control (CDC) (Singapore, Singapore, du 13/12/2023 au 15/12/2023). In: 2023 62nd IEEE Conference on Decision and Control (CDC), 2023. n/A, p. 3015-3022. doi:10.1109/cdc49753.2023.10384170.
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Daglayan Sevim, Hazan ; Vary, Simon ; Cantalloube, Faustine ; Absil, Pierre-Antoine ; Absil, Olivier. Likelihood ratio map for direct exoplanet detection. 2022 IEEE 5th International Conference on Image Processing Applications and Systems (IPAS) (Genova, Italy, du 5/12/2022 au 7/12/2022). In: 2022 IEEE 5th International Conference on Image Processing Applications and Systems (IPAS), IEEE, 2023. 978-1-6654-6220-4, p. 1-5. doi:10.1109/ipas55744.2022.10052997.
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Blondiaux, Florence ; Colmant, Lise ; Lebrun, Louisien ; Hanseeuw, Bernard ; Crevecoeur, Frédéric. Long-latency feedback responses preserved in Essential Tremor patients. Neuroscience 2023.
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Vary, Simon ; Daglayan Sevim, Hazan ; Jacques, Laurent ; Absil, Pierre-Antoine. Low-Rank Plus Sparse Trajectory Decomposition for Direct Exoplanet Imaging. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Rhodes Island, Greece, du 4/6/2023 au 10/6/2023). In: "Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on", Vol. 1, no.1 (2023). doi:10.1109/icassp49357.2023.10096197.
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Beghin, Philémon ; Ceulemans, Anne-Emmanuelle ; Glineur, François. 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, du 19/04/2023 au 21/04/2023).
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Eertmans, Jérome ; Oestges, Claude ; Jacques, Laurent. Min-Path-Tracing: A Diffraction Aware Alternative to Image Method in Ray Tracing. 17th Conference on Antennas and Propagations (Florence, Italy, du 27/03/2023 au 31/03/2023). In: 2023 17th European Conference on Antennas and Propagation (EuCAP), (26-31 March 2023). doi:10.23919/EuCAP57121.2023.10132934.
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Vizuete Haro, Renato Sebastian ; Hendrickx, Julien. Nonlinear Network Identifiability: The Static Case. 2023 62nd IEEE Conference on Decision and Control (CDC) (Singapore, Singapore, du 13/12/2023 au 15/12/2023). In: IEEE Conference on Decision and Control. Proceedings, (2023). doi:10.1109/cdc49753.2023.10383333.
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Van Brandt, Léopold ; Silveira, Fernando ; Delvenne, Jean-Charles ; Flandre, Denis. On Noise-Induced Transient Bit Flips in Subthreshold SRAM. 9th EUROSOI-ULIS (Tarragona, Spain, du 10/05/2023 au 12/05/2023).
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Kamri, Ahmed Yassine ; Hendrickx, Julien ; Glineur, François. On the Worst-Case Analysis of Cyclic Coordinate-Wise Algorithms on Smooth Convex Functions. European Control Conference (ECC 2023) (Bucharest, Romania, du 13/06/2023 au 16/06/2023). In: Proceedings of the European Control Conference ECC 2023, 2023. doi:10.23919/ECC57647.2023.10178198.
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Jacques Kadima ; Dochain, Denis. Optimal Boundary State Feedback Control by Triangularization of the Counterflow Heat Exchanger Model. IEEE Conference on Decision and Control (Singapore, du 13/12/2023 au 15/12/2023). In: IEEEXplore, 2023. 978-80-8075-477-8. doi:10.1109/CDC49753.2023.10383615.
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Jacques Kadima ; Dochain, Denis. Parameter Estimation of Hyperbolic Model of Counterflow Heat Exchanger.. IFAC World Congress (Yokohama, du 09/07/2023 au 14/07/2023). In: IFAC Proceedings, Vol. 56, no.2, p. 3235–3240 (2023).
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Neves Egidio, Lucas ; Nayak,Satya Prakash ; Della Rossa, Matteo ; Schmuck, Anne-Kathrin ; Jungers, Raphaël M.. Poster Abstract: Towards Seamless Reactivity of Hybrid Control. HSCC 2023, 26th ACM International Conference on Hybrid Systems: Computation and Control (San Antonio, TX, USA, du 09/05/2023 au 12/05/2023).
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Cunis, Torbjørn ; Legat, Benoît. Sequential Sum-of-Squares Programming for Analysis of Nonlinear Systems. American Control Conference (ACC) (San Diego, CA, USA, du 31/05/2023 au 02/06/2023). In: IEEE, , p. 756-772 (2023). doi:10.23919/ACC55779.2023.10156153.
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Delogne, Rémi ; Schellekens, Vincent ; Daudet, Laurent ; Jacques, Laurent. Signal Processing with Optical Quadratic Random Sketches. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Rhodes Island, Greece, du 4/6/2023 au 10/6/2023). In: "Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on", Vol. 1, no.1 (2023). doi:10.1109/icassp49357.2023.10096869.
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Delogne, Rémi ; Schellekens, Vincent ; Daudet, Laurent ; Jacques, Laurent. Signal processing after quadratic random sketching with optical units. First International Symposium on Computational Sensing (ISCS23) (Luxembourg, du 12/06/2023 au 14/06/2023). In: Proceedings of the First International Symposium on Computational Sensing (ISCS23), Vol. 1, no.1, p. - (2023). doi:10.48550/arXiv.2307.14672.
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Jungers, Raphaël M. ; Calbert, Julien ; Neves Egidio, Lucas. Smart abstraction based on iterative ellipsoidal covering. 42rd Benelux Meeting on Systems and Control (Elspeet, The Netherlands, du 21/03/2023 au 23/03/2023).
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Tanji, Sofiane ; Vecchia, Andrea Della ; Glineur, François ; Villa, Silvia. Snacks: a fast large-scale kernel SVM solver. 2023 European Control Conference (ECC) (Bucharest, Romania, du 13/6/2023 au 16/6/2023). In: IEEE Xplore, I E E E, 2023. 978-3-907144-08-4. doi:10.23919/ecc57647.2023.10178323.
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Berger, Guillaume ; Sankaranarayanan, Sriram. Template-based piecewise affine regression. The 5th Annual Learning for Dynamics and Control Conference (Philadelphia, PA, USA, du 14/06/2023 au 16/06/2023). In: Proceedings of Machine Learning Research, Vol. 211, p. 1-12 (2023).
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Van Ruymbeke, Michel ; Toussaint, Sébastien ; Wielant, François ; Karatekin, Ozgur. The gravimeter "B-grav" for in-situ gravity measurements at the surface of an asteroid. 4th International Planetary Caves Conference (Lanzarote, Spain, du 03/05/2023 au 08/05/2023).
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Van Brandt, Léopold ; Delvenne, Jean-Charles. The non-Landauer Bound for the Dissipation of Bit Writing Operation. 2023 IEEE 23rd International Conference on Nanotechnology (NANO) (Jeju City, Korea, Republic of, du 2/7/2023 au 5/7/2023). In: 2023 IEEE 23rd International Conference on Nanotechnology (NANO), (2023). doi:10.1109/nano58406.2023.10231222.
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Jacques Kadima ; Dochain, Denis. Thermodynamics Analysis of the Distributed Parameter Model of Counterflow Heat Exchanger. IFAC World Congress (Yokohama, du 09/07/2023 au 14/07/2023). In: IFAC Proceedings, Vol. 56, no.2, p. 10460-10465 (2023).
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Beghin, Philémon. Using photogrammetry for the objective morphological study of early violins. ICIAM 2023 (Tokyo, du 20/08/2023 au 25/08/2023).
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Van Brandt, Léopold ; Silveira, Fernando ; Delvenne, Jean-Charles ; Bol, David ; Flandre, Denis. Variability and Intrinsic Noise Effects in ULV CMOS SRAM Demystified. IEEE Latin American Electron Devices Conference 2023 (Puebla, Mexico, du 03/07/2023 au 05/07/2023).
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Van Brandt, Léopold ; Vercauteren, Roselien ; Haya Enriquez, Diego ; André, Nicolas ; Kilchytska, Valeriya ; Flandre, Denis ; Delvenne, Jean-Charles. Variance and Skewness of Current Fluctuations Experimentally Evidenced in Single-Photon Avalanche Diodes. 2023 International Conference on Noise and Fluctuations (ICNF) (Grenoble, France, du 17/10/2023 au 20/10/2023). In: 2023 International Conference on Noise and Fluctuations (ICNF), 2023. 979-8-3503-3011-3. doi:10.1109/ICNF57520.2023.10472747.
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2022Eertmans, Jérome ; Oestges, Claude ; Jacques, Laurent. (POSTER) Min-Path-Tracing: A Diffraction Aware Alternative to Image Method in Ray Tracing. 42nd WIC Symposium on Information Theory and Signal Processing in the Benelux (SITB 2022) (Louvain-la-Neuve, du 01/06/2022 au 02/06/2022).
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Beghin, Philémon. A digital tool to differentiate between a reduced and a non reduced violin. Journée du Doctorat en Musicologie (Bruxelles, 19/05/2022).
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Della Rossa, Matteo ; Jungers, Raphaël M.. Almost sure Stability of Stochastic Switched Systems: Graph lifts-based Approach. 61st IEEE Conference on Decision and Control (Cancún, Mexico, du 06/12/2022 au 09/12/2022). In: 2022 IEEE 61st Conference on Decision and Control (CDC), Vol. 62. doi:10.1109/cdc51059.2022.9993079.
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Leblanc, Olivier ; Hofer, Matthias ; Sivankutty, Siddharth ; Rigneault, Hervé ; Jacques, Laurent. An Interferometric view of Speckle Imaging. Workshop on Low-Rank Models and Applications -- LRMA 22 (Mons, du 15/09/2022 au 16/09/2022).
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Berger, Guillaume ; Narasimhamurthy, Monal ; Watanabe, Kandai ; Lahijanian, Morteza ; Sankaranarayanan, Sriram. An algorithm for learning switched linear dynamics from data. The Thirty-Sixth Annual Conference on Neural Information Processing Systems (New Orleans, LA, USA, du 28/11/2022 au 9/12/2022). In: Advances in Neural Information Processing Systems, Vol. 35, p. 30419-30431 (2022).
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Colla, Sébastien ; Hendrickx, Julien. Automated Performance Estimation for Decentralized Optimization via Network Size Independent Problems. IEEE 61st Conference on Decision and Control (CDC) (Cancun(Mexico), du 06/12/2022 au 09/12/2022). In: Proceedings of the IEEE Conference on Decision and Control, I E E E, 2022, p. 5185-5191. doi:10.48550/arXiv.2210.00695.
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Banse, Adrien ; Wang, Zheming ; Jungers, Raphaël M.. Black-box stability analysis of hybrid systems with sample-based multiple Lyapunov functions. 61st IEEE Conference on Decision and Control (Cancún, Mexico, du 06/12/2022 au 09/12/2022).
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Massart, Estelle ; Abrol, Vinayak. Coordinate Descent on the Orthogonal Group for Recurrent Neural Network Training. 36th AAAI conference on artificial intelligence (online), 2022. (online, du 22/02/2022 au 01/03/2022). In: Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 36, no.7, p. 7744-7751 (2022). doi:10.1609/aaai.v36i7.20742.
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Berger, Guillaume ; Jungers, Raphaël M. ; Wang, Zheming. Data-driven invariant subspace identification for black-box switched linear systems. 2022 IEEE 61st Conference on Decision and Control (CDC) (Cancun, Mexico, du 06/12/2022 au 09/12/2022). In: 2022 IEEE 61st Conference on Decision and Control (CDC), p. 32-37 (2022). doi:10.1109/CDC51059.2022.9993022.
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Banse, Adrien ; Romao, Licio ; Abate, Alessandro ; Jungers, Raphaël M.. Data-driven memory-dependent abstractions of dynamical systems. 5th Learning for Dynamics & Control Conference.
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Hautecoeur, Cécile ; Glineur, François. Factorisation nonnégative avec des fonctions rationnelles : partitions efficaces et méthodes hybrides. Colloque Francophone de Traitement du Signal et des Images (Nancy, du 06/09/2022 au 09/09/2022). In: 28ème colloque sur le traitement du signal et des images, 2022, 929-932.
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du Bois, Sophie ; Cordova Bulens, David ; Lefèvre, Philippe ; Redmond, Stephen J ; Delhaye, Benoit. Finger pad deformation under torsion. Eurohaptics Annual Meeting (Hamburg, Germany, 22/05/2022).
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Delhaye, Benoit ; Schiltz, Félicien ; Thonnard, Jean-Louis ; Lefèvre, Philippe. Fingerpad mechanics and grip force adaptation to friction during object manipulation. Eurohaptics Annual Meeting Workshop (Hamburg, Germany, 22/05/2022).
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Loucheur, Benoît ; Absil, Pierre-Antoine ; Journée, Michel. Gap filling in air temperature series by matrix completion methods. ESANN 2022, European Symposium on Artificial Neural Networks (Bruges, Belgium, du 05/10/2022 au 07/10/2022). In: 30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2022. 978287587084-1, p. 369-375.
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Schiltz, Félicien ; Delhaye, Benoit ; Thonnard, Jean-Louis ; Lefèvre, Philippe. 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, 21/03/2022).
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Corniani, Giulia ; Lee, Zing ; Carré, Matt J ; Lewis, Roger ; Delhaye, Benoit ; Saal, Hannes P. Imaging sub-surface skin strain patterns during fingertip sliding. Eurohaptics Annual Meeting (Hamburg, Germany, 22/05/2022).
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Wang, Zheming ; Jungers, Raphaël M.. Immersion-based model predictive control of constrained nonlinear systems: Polyflow approximation. 2021 European Control Conference (ECC) (Delft, Netherlands, du 29/6/2021 au 2/7/2021). In: 2021 European Control Conference (ECC), , p. 1099-1104 (2021). doi:10.23919/ecc54610.2021.9655233.
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Massart, Estelle. Improving weight clipping in Wasserstein GANs. 2022 26th International Conference on Pattern Recognition (ICPR) (Montreal, QC, Canada, du 21/8/2022 au 25/8/2022). In: Proceedings of the IEEE International Conference on Pattern Recognition (ICPR), IEEE Xplore, 2022. 978-1-6654-9063-4. doi:10.1109/icpr56361.2022.9956056.
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Duprez, Guillaume ; Delannay, Laurent ; Delhaye, Benoit. Influence of tissue anisotropy on fingertip deformation at the location of tactile mechanoreceptors. Eurohaptics Annual Meeting Workshop (Hamburg, Germany, 22/05/2022).
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Duprez, Guillaume ; Delhaye, Benoit ; Delannay, Laurent. Influence of tissue anisotropy on fingertip deformation nearby tactile mechanoreceptors. Euromech Colloquium 627 (Frankfurt, 06/04/2022).
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Cordova Bulens, David ; Delhaye, Benoit ; Lefèvre, Philippe ; Redmond, Stephen J. Instrumented object for finger pad imaging during active manipulation. Eurohaptics Annual Meeting (Hamburg, Germany, 22/05/2022).
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Berger, Guillaume ; Sankaranarayana, Sriram. Learning fixed-complexity polyhedral Lyapunov functions from counterexamples. 2022 IEEE 61st Conference on Decision and Control (CDC) (Cancun, Mexico, du 6/12/2022 au 9/12/2022). In: 2022 IEEE 61st Conference on Decision and Control (CDC), p. 3250-3255 (2022). doi:10.1109/CDC51059.2022.9992338.
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Banse, Adrien ; Wang, Zheming ; Jungers, Raphaël M.. Learning stability guarantees for data-driven constrained switching linear systems. 25th International Symposium on Mathematical Theory of Networks and Systems (Bayreuth, Germany, du 12/09/2022 au 16/09/2022).
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Banse, Adrien ; Wang, Zheming ; Jungers, Raphaël M.. Learning stability guarantees for data-driven constrained switching linear systems. 41th Benelux Meeting on Systems and Control (Brussels, du 05/07/2022 au 07/07/2022).
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Blondiaux, Florence ; Lebrun, Louisien ; Colmant, Lise ; Hanseeuw, Bernard ; Crevecoeur, Frédéric. Long-latency feedback responses preserved in Essential Tremor patients. Neural Control of Movement (Dublin).
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Della Rossa, Matteo ; Jungers, Raphaël M.. Memory-Based Lyapunov Functions and Path-complete Framework: Equivalence and Properties. 10th International Conference on Systems and Control (ICSC) (Marseille, France, du 23/11/2022 au 25/11/2022).
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Debauche, Virginie ; Della Rossa, Matteo ; Jungers, Raphaël M.. Necessary and Sufficient Conditions for Template-Dependent Ordering of Path-Complete Lyapunov Methods. 25th ACM International Conference on Hybrid Systems: Computation and Control (du 04/05/2022 au 06/05/2022). In: HSCC '22: 25th ACM International Conference on Hybrid Systems: Computation and Control, (2022). doi:10.1145/3501710.3519539.
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Cothren, Liliaokeawawa ; Ospina, Ana M. ; Bianchin, Gianluca ; Dall'Anese, Emiliano. Online Optimization of Linear-Time Invariant Dynamical Systems with Cost Perception. 2022 56th Asilomar Conference on Signals, Systems, and Computers (Pacific Grove, CA, USA, du 31/10/2022 au 2/11/2022). In: IEEE Xplore, 2022. 978-1-6654-5906-8. doi:10.1109/ieeeconf56349.2022.10052021.
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Neves Egidio, Lucas ; Lima, Thiago Alves ; Jungers, Raphaël M.. Optimal Abstraction-based Control with Local Affine Controllers. 2022 American Control Conference (ACC) (Atlanta, GA, USA, du 8/6/2022 au 10/6/2022). doi:10.23919/acc53348.2022.9867296.
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Ren, Wei ; Jungers, Raphaël M. ; Vlahakis, Eleftherios ; Athanasopoulos, Nikolaos. Optimal Resource Scheduling and Allocation in Distributed Computing Systems. American Control Conference (Atlanta, GA, USA, du 08/06/2022 au 10/06/2022). In: 2021 American Control Conference, 2022, 2327-2332. doi:10.23919/ACC53348.2022.9867340.
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Gao, Bin ; Vary, Simon ; Ablin, Pierre ; Absil, Pierre-Antoine. Optimization flows landing on the Stiefel manifold. 25th IFAC Symposium on Mathematical Theory of Networks and Systems MTNS 2022 (Bayreuth, GERMANY, du 12/09/2022 au 16/09/2022). In: IFAC-PapersOnLine, Vol. 55, no.30, p. 25-30 (2022). doi:10.1016/j.ifacol.2022.11.023.
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Massart, Estelle. Orthogonal regularizers in deep learning: how to handle rectangular matrices?. 2022 26th International Conference on Pattern Recognition (ICPR) (Montreal, QC, Canada, du 21/8/2022 au 25/8/2022). In: Proceedings of the IEEE International Conference on Pattern Recognition (ICPR), IEEE Xplore, 2022. doi:10.1109/icpr56361.2022.9956205 .
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Bousselmi, Nizar ; Hendrickx, Julien ; Glineur, François. Performance Estimation of First-Order Methods on Quadratic Functions. 25th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2022) (Bayreuth, Germany, du 12/09/2022 au 16/09/2022). In: 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, 2022, 771–774. doi:10.15495/EPub_UBT_00006809.
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Wang, Zheming ; Jungers, Raphaël M.. Probabilistic guarantees on the objective value for the scenario approach via sensitivity analysis. 2022 IEEE 61st Conference on Decision and Control (CDC) (Cancun, Mexico, du 6/12/2022 au 9/12/2022). In: 2022 IEEE 61st Conference on Decision and Control (CDC), I E E E, 2022. 978-1-6654-6762-9. doi:10.1109/cdc51059.2022.9993351.
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Delogne, Rémi ; Schellekens, Vincent ; Jacques, Laurent. ROP inception: signal estimation with quadratic random sketching. 30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (Bruges, Belgium, du 05/10/2022 au 07/10/2022).
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Ren, Wei ; Jungers, Raphaël M.. Reachability-based Control Synthesis under Signal Temporal Logic Specifications. American Control Conference (ACC) (Atlanta, GA, USA, du 08/06/2022 au 10/06/2022). In: American Control Conference. Proceedings, p. 2078-2083. In: 2022 American Control Conference, I E E E, 2022. doi:10.23919/ACC53348.2022.9867813.
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Vizuete Haro, Renato Sebastian ; Monnoyer de Galland de Carnières, Charles ; Hendrix, Julien ; Frasca, Paolo ; Panteley, Elena. Resource allocation in open multi-agent systems: an online optimization analysis. 61st Conference on Decision and Control (CDC2022) (Cancun(Mexico), du 06/12/2022 au 09/12/2022). doi:10.48550/arXiv.2207.09316.
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Vizuete Haro, Renato Sebastian ; Monnoyer de Galland de Carnières, Charles ; Hendrickx, Julien ; Frasca, Paolo ; Panteley, Elena. Resource allocation in open multi-agent systems: an online optimization analysis. 2022 IEEE 61st Conference on Decision and Control (CDC) (Cancun, Mexico, du 6/12/2022 au 9/12/2022). In: 2022 IEEE 61st Conference on Decision and Control (CDC), I E E E, 2022. 978-1-6654-6762-9. doi:10.1109/cdc51059.2022.9993038.
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Neves Egidio, Lucas ; Alves Lima, Thiago ; Jungers, Raphaël M.. State-feedback abstractions for optimal control of piecewise-affine systems. IEEE 61st Conference on Decision and Control (CDC), 2022 (Cancún, Mexico, du 06/12/2022 au 09/12/2022). In: IEEE Xplore, (2022). doi:10.1109/cdc51059.2022.9992495.
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G Corniani ; Z Lee ; MJ Carré ; R Lewis ; Delhaye, Benoit ; HP Saal. Sub-surface skin strain patterns during natural object interactions.. Society for Neuroscience Annual Meeting.
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Alves Lima, Thiago ; Della Rossa, Matteo ; Gouaisbaut, Frederic ; Jungers, Raphaël M. ; Tarbouriech, Sophie. 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, du 06/12/2022 au 09/12/2022).
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Coquelet, Marion ; Lejeune, Maxime ; Moens, Maud ; Riehl, James ; Bricteux, Laurent ; Chatelain, Philippe. 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), du 15/06/2022 au 17/06/2022).
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Duterme, Tom ; Thomas, Quentin. The development of Model Risk Management: a Luhmannian perspective. 1st MUSEES Conference Modeling Uncertainty in Social, Economic, and Environmental Sciences (EMLyon Business School, du 16/03/2022 au 18/03/2022).
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Van Ruymbeke, Michel ; Toussaint, Sébastien ; Wielant, François ; Karatekin, Ozgur. The gravimeter "B-grav" for in-situ gravity measurements at the surface of an asteroid. conférence du Comité National Belge de Géodésie et de Géophysique (Brussels, Belgium, 04/11/2022).
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Beghin, Philémon ; Ceulemans, Anne-Emmanuelle ; Glineur, François. Using photogrammetry for the objective study of ancient bowed instruments: a machine learning approach. Curves and Surfaces 2022 (Arcachon, du 20/06/2022 au 24/06/2022).
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Reed, Alec ; Berger, Guillaume ; Sankaranarayanan, Sriram ; Heckman, Chris. Verified path following using neural control Lyapunov functions. The 6th Conference on Robot Learning (Auckland, New Zealand, du 14/12/2022 au 18/12/2022). In: Proceedings of Machine Learning Research, Vol. 205, p. 1949-1958 (2022).
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2021Pinto, Samuel C. ; Andersson, Sean B. ; Hendrickx, Julien ; Cassandras, Christos G.. A Semidefinite Programming Approach to Discrete-time Infinite Horizon Persistent Monitoring. 2021 European Control Conference (ECC) (Delft, Netherlands, du 29/6/2021 au 2/7/2021). In: Proceedings of the European Control Conference (ECC 21), I E E E, 2021. 978-1-6654-7945-5, p. 799-804. doi:10.23919/ecc54610.2021.9654916.
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Legat, Benoît ; Bouchat, Jean ; Jungers, Raphaël M.. Abstraction-based branch and bound approach to Q-learning for hybrid optimal control. 3rd Annual Learning for Dynamics & Control Conference (ETH Zurich, du 07/06/2021 au 08/06/2021). In: Proceedings of Machine Learning Research, Vol. 144, p. 263-274 (2021).
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Calbert, Julien ; Legat, Benoît ; Egidio, Lucas N. ; Jungers, Raphael. Alternating Simulation on Hierarchical Abstractions. 2021 60th IEEE Conference on Decision and Control (CDC) (Austin, TX, USA, du 14/12/2021 au 17/12/2021). In: IEEE Conference on Decision and Control. Proceedings, , p. 593-598 (2021). doi:10.1109/cdc45484.2021.9683448.
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Leblanc, Olivier ; Tadrist, Loic ; Moreau, Nicolas ; Brun-Barrière, Boris ; Gilet, Tristan ; Hackens, Benoît. An Affordable Pedagogical Setup for Wave-particule Duality and Applications to Chaotic Stadium Cavity. 2021 15th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS) (Nis, Serbia, du 20/10/2021 au 22/10/2021). In: Telsiks 2021, Vol. 21, no.21, p. 398 (2021). doi:10.1109/telsiks52058.2021.9606385.
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Colla, Sébastien ; Hendrickx, Julien. Automated Worst-Case Performance Analysis of Decentralized Gradient Descent. 60th IEEE Conference on Decision and Control (CDC) (Austin, Texas, USA, du 13/12/2021 au 15/12/2021). In: Proceedings of the 60th IEEE Conference on Decision and Control (CDC), IEEE, 2021, 2623-2629.
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Berger, Guillaume ; Rabi, Maben. Bounds on set exit times of affine systems, using Linear Matrix Inequalities. 7th IFAC Conference on Analysis and Design of Hybrid Systems (Virtual, du 07/07/2021 au 09/07/2021). In: IFAC-PapersOnLine, Vol. 54, no. 5, p. 283-288 (2021). doi:10.1016/j.ifacol.2021.08.512.
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Berger, Guillaume ; Jungers, Raphaël M. ; Wang, Zheming. Chance-constrained quasi-convex optimization with application to data-driven switched systems control. The Third Annual Conference on Learning for Dynamics and Control (Virtual, du 07/06/2021 au 08/06/2021). In: Proceedings of Machine Learning Research, Vol. 144, p. 571-583 (2021).
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Debauche, Virginie ; Jungers, Raphaël M.. Comparison of Path-Complete Stability Criteria via Quantifier Elimination. 40th Benelux meeting on systems and control (Rotterdam, 29/06/2021).
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Berger, Guillaume ; Jungers, Raphaël M.. Complexity of the LTI system trajectory boundedness problem. 2021 60th IEEE Conference on Decision and Control (CDC) (Virtual, du 13/12/2021 au 17/12/2021). In: 2021 60th IEEE Conference on Decision and Control (CDC), p. 1832-1837 (2021).
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Bianchin, Gianluca ; Vaquero, Miguel ; Cortes, Jorge ; Dall'Anese, Emiliano. Data-Driven Synthesis of Optimization-Based Controllers for Regulation of Unknown Linear Systems. 2021 60th IEEE Conference on Decision and Control (CDC) (Austin, TX, USA, du 14/12/2021 au 17/12/2021). In: IEEE Xplore, 2021. 978-1-6654-3659-5. doi:10.1109/cdc45484.2021.9682795.
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Wang, Zheming ; Berger, Guillaume ; Jungers, Raphaël M.. Data-driven feedback stabilization of switched linear systems with probabilistic stability guarantees. 2021 60th IEEE Conference on Decision and Control (CDC) (Virtual, du 14/12/2021 au 17/12/2021). In: 2021 60th IEEE Conference on Decision and Control (CDC), p. 4400-4405 (2021). doi:10.1109/cdc45484.2021.9683233.
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Rossa, Matteo Della ; Wang, Zheming ; Egidio, Lucas N. ; Jungers, Raphael M.. Data-driven stability analysis of switched affine systems. 2021 60th IEEE Conference on Decision and Control (CDC) (Austin, TX, USA, du 14/12/2021 au 17/12/2021). In: 2021 60th IEEE Conference on Decision and Control (CDC), Vol. 60, no./, p. 3204-3209 (2021). doi:10.1109/cdc45484.2021.9682823.
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Shi, Mingming ; Hendrickx, Julien. Energy savings alone cannot explain the emergence of birds echelon formations. 2021 60th IEEE Conference on Decision and Control (CDC) (Austin, TX, USA, du 14/12/2021 au 17/12/2021). In: Proceedings of the 60th IEEE Conference on Decision and Control (CDC) 2021, I E E E, 2021, 6957 - 6962. doi:10.1109/cdc45484.2021.9682910.
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Ren, Wei ; Jungers, Raphaël M.. Event-Triggered Tracking Control of Networked and Quantized Control Systems. 2021 European Control Conference (ECC) (Delft, Netherlands, du 29/6/2021 au 2/7/2021). In: 2021 European Control Conference (ECC), 2021. 978-9-4638-4236-5, p. 632-637. doi:10.23919/ecc54610.2021.9654945.
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Crevecoeur, Frédéric ; Mathew, James ; Lefèvre, Philippe. Force cues flexibly separate motor memories in human reaching adaptation. Computational and Systems Neuroscience (Cosyne) 2021 (Online, du 24/02/2021 au 26/02/2021).
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Lefèvre, Philippe ; De Neyer, M. ; Gorez, R. ; Barreto, J.. Fuzzy internal models in vision systems modelling. IROS '91:IEEE/RSJ International Workshop on Intelligent Robots and Systems '91 (Osaka, Japan, du 28/10/1991 au 01/11/1991). In: Proceedings IROS '91:IEEE/RSJ International Workshop on Intelligent Robots and Systems '91, IEEE, 2021. 078030067X, p. 105-110. doi:10.1109/iros.1991.174434.
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Legat, Benoît ; Jungers, Raphaël M.. Geometric control of algebraic systems. 7th IFAC Conference on Analysis and Design of Hybrid Systems (Brussels, du 07/07/2021 au 09/07/2021). In: IFAC-PapersOnLine, (2021) (Accepté/Sous presse).
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Gao, Bin ; Nguyen, Thanh Son ; Absil, Pierre-Antoine ; Stykel, Tatjana. Geometry of the Symplectic Stiefel Manifold Endowed with the Euclidean Metric. 5th International Conference, GSI 2021 (Paris, France, du 21/07/2021 au 23/07/2021). In: Lecture Notes in Computer Science : Geometric Science of Information, Springer International Publishing,2021, 2021. 978-3-030-80208-0, p. 789-796. doi:10.1007/978-3-030-80209-7_85.
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Monnoyer de Galland de Carnières, Gilles ; Feuillen, Thomas ; Vandendorpe, Luc ; Jacques, Laurent. Going Below and Beyond, Off-the-Grid Velocity Estimation from 1-bit Radar Measurements. IEEE Radar Conference (RadarConf 2021) (Virtual, du 10/05/2021 au 14/05/2021). In: Proceedings of RadarConf 2021, 2021. 978-1-7281-8942-0.
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Daroczy, Balint Zoltan ; Rácz, Dániel. Gradient representations in ReLU networks as similarity functions. ESANN 2021 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (Online event (Bruges, Belgium), du 6/10/2021 au 8/10/2021). In: ESANN 2021 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning., 2021. 978287587082-7. doi:10.14428/esann/2021.es2021-153.
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Hautecoeur, Cécile ; Glineur, François ; De Lathauwer, Lieven. Hierarchical alternating nonlinear least squares for nonnegative matrix factorization using rational functions. 2021 29th European Signal Processing Conference (EUSIPCO) (Dublin, Ireland, du 23/8/2021 au 27/8/2021). In: 2021 29th European Signal Processing Conference (EUSIPCO), IEEE Xplore, 2021. 978-9-0827-9706-0. doi:10.23919/eusipco54536.2021.9615922.
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Corniani, G ; Lee, ZS ; Carré, MJ ; Lewis, R ; Delhaye, Benoit ; Saal, HP. Imaging dynamic sub-surface skin strain patterns during tactile exploration using Optical Coherence Tomography.. Society for Neuroscience Annual Meeting (Virtual event, 01/11/2021).
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Blondiaux, Florence ; Lebrun, Louisien ; Hanseeuw, Bernard ; Crevecoeur, Frédéric. Impact of essential tremor on saccadic adaptation. Neural Control of Movement (Virtual, du 21/04/2021 au 23/04/2021).
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Anthony Hastir ; Winkin, Joseph ; Denis Dochain. Local exponential stabilization of nonlinear infinite-dimensional systems. IEEE Conference on Decision and Control (Austin, Texas, USA, du 13/12/2021 au 15/12/2021). In: Proceedings 60th IEEE Conference on Decision and Control, Vol. -, no.-, p. 4038-4045 (2021).
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Kamri, Ahmed Yassine ; Glineur, François ; Hendrickx, Julien. On the minimal and maximal smooth convex interpolating functions. Benelux Workshop on Systems and Control (Rotterdam, The Netherlands, 29/06/2021). In: Book of Abstracts — Benelux Workshop on Systems and Control, Erjen Lefeber and Julien Hendrickx (Eds.), 2021. 978-94-6384-233-4, p. 76.
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Aspeel, Antoine ; Rutledge, Kwesi ; Jungers, Raphaël M. ; Macq, Benoît ; Ozay, Necmiye. Optimal Control for Linear Networked Control Systems with Information Transmission Constraints. 60th IEEE Conference on Decision and Control (CDC) (Austin, Texas, du 14/12/2021 au 17/12/2021). In: 60th IEEE Conference on Decision and Control (CDC), Vol. 60, no.1, p. 1 (2021). doi:10.1109/CDC45484.2021.9683476.
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Pinto, Samuel C ; Andersson, Sean B ; Hendrickx, Julien ; Cassandras, Christos G. Optimal Minimax Mobile Sensor Scheduling Over a Network. American Control Conference (ACC) (New Orleans, LA (virtual), du 25/05/2021 au 28/05/2021).
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Legat, Antoine ; Hendrickx, Julien. Path-Based Conditions for Local Network Identifiability. 2021 60th IEEE Conference on Decision and Control (CDC) (Austin, TX, USA, du 14/12/2021 au 17/12/2021). In: Proceedings of the 60th IEEE Conference on Decision and Control (CDC), IEEE, 2021, 3020-3025. doi:10.1109/cdc45484.2021.9683062.
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Barreto, J. ; De Neyer, M. ; Lefèvre, Philippe ; Gorez, R.. Qualitative physics versus fuzzy sets theory in modeling and control. IECON '91: 1991 International Conference on Industrial Electronics, Control and Instrumentation (Kobe, Japan, du 28/10/1991 au 01/11/1991). In: Proceedings IECON '91: 1991 International Conference on Industrial Electronics, Control and Instrumentation, IEEE, 2021. 0879426888, p. 1651-1656. doi:10.1109/iecon.1991.239092.
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Monnoyer De Galland De Carnières, Charles ; Vizuete, Renato ; Hendrickx, Julien ; Frasca, Paolo ; Panteley, Elena. Random coordinate descent algorithm for open multi-agent systems with complete topology and homogeneous agents. 2021 60th IEEE Conference on Decision and Control (CDC) (Austin, Texas, USA, du 13/12/2021 au 15/12/2021). In: Proceedings of the 60th IEEE Conference on Decision and Control (CDC), IEEE, 2021, 1701-1708.
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Ren, Wei. Razumikhin-type Control Lyapunov and Barrier Functions for Time-Delay Systems. 2021 60th IEEE Conference on Decision and Control (CDC) (Austin, TX, USA, du 14/12/2021 au 17/12/2021). In: 2021 60th IEEE Conference on Decision and Control (CDC), 2021. 978-1-6654-3659-5, p. 5471-5476. doi:10.1109/cdc45484.2021.9682928.
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Mathew, James ; Lefèvre, Philippe ; Crevecoeur, Frédéric. Savings in human reaching is linked to feedback adaptation. Neural Control of Movement (Online, du 20/04/2021 au 22/04/2021).
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Monnoyer de Galland de Carnières, Gilles ; Feuillen, Thomas ; Jacques, Laurent ; Vandendorpe, Luc. Sparse Factorization-based Detection of Off-the-Grid Moving targets using FMCW radars. ICASSP 2021 (Toronto, Ontario, Canada, du 06/06/2021 au 11/06/2021). In: Proceedings of ICASSP 2021, Toronto, Ontario, Canada, 6-11 June 2021, 2021. 9781509066322.
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Debauche, Virginie ; Della Rossa, Matteo ; Jungers, Raphaël M.. Template-Dependent Lifts for Path-Complete Stability Criteria and Application to Positive Switching Systems. 7th IFAC Conference on Analysis and Design of Hybrid Systems (du 07/07/2021 au 09/07/2021). In: IFAC Proceedings, Vol. 54, no.5, p. 151-156 (2021). doi:10.1016/j.ifacol.2021.08.490.
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Sjoerd, Dirksen ; Genzel, Martin ; Jacques, Laurent ; Stollenwerk, Alexander. The Separation Capacity of Random Neural Networks. 2021 Online International Conference on Computational Harmonic Analysis (Online-ICCHA2021) (Ingolstadt, Germany, du 13/09/2021 au 17/09/2021).
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Hamaide, Valentin ; Glineur, François. Transfer learning in Bayesian optimization for the calibration of a beam line in proton therapy. ESANN 2021, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (Online event, du 06/10/2021 au 08/10/2021). In: ESANN 2021 proceedings, 2021. 978287587082-7. doi:10.14428/esann/2021.ES2021-79.
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Verstraete, Joachim. 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, février 2021).
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Ren, Wei ; Calbert, Julien ; Jungers, Raphaël M.. Zonotope-based Controller Synthesis for LTL Specifications. 2021 60th IEEE Conference on Decision and Control (CDC) (Austin, TX, USA, du 14/12/2021 au 17/12/2021). In: 2021 60th IEEE Conference on Decision and Control (CDC), 2021. 978-1-6654-3659-5, p. 580-585. doi:10.1109/cdc45484.2021.9683150.
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2020Wang, Zheming ; Jungers, Raphaël M.. A data-driven immersion technique for linearization of discrete-time nonlinear systems. 21st IFAC World Congress 2020 (Berlin, du 12/07/2020 au 17/07/2020). In: IFAC-PapersOnLine, Vol. 53, no.2, p. 869-874 (2020). doi:10.1016/j.ifacol.2020.12.845.
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Schellekens, Vincent ; Jacques, Laurent. Compressive Learning of Generative Networks. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) (Bruges, Belgium, du 2/10/2020 au 04/10/2020). In: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Vol. 28, no./, p. / (2020).
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Wang, Zheming ; Jungers, Raphaël M. ; Ong, Chong-Jin. Computing invariant sets of discrete-time nonlinear systems via state immersion. 21st IFAC World Congress 2020 (Berlin, du 12/07/2020 au 17/07/2020). In: 21st IFAC World Congress, Vol. 53, no.2, p. 5505-5510 (2020). doi:10.1016/j.ifacol.2020.12.1558.
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Jungers, Raphaël M.. Control in the IoT: How to deal with various heterogeneous non-idealities?. 2020 European Control Conference (ECC) (Saint Petersburg, Russia, du 12/5/2020 au 15/5/2020). In: Proceedings of the European Control Conference (ECC 20), I E E E, 2020. 978-1-7281-8813-3, p. 1559. doi:10.23919/ecc51009.2020.9143635.
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Beniich, Nadia ; Abouzaid, Bouchra ; Dochain, Denis. Extremum seeking control for a mass structured cell population balance model in a bioreactor. 21st IFAC World Congress (Berlin, du 12/07/2020 au 17/07/2020). In: IFAC Symposia Series, Vol. 53, no. 2 (Accepté/Sous presse).
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Monnoyer de Galland de Carnières, Gilles ; Vandendorpe, Luc ; Jacques, Laurent. Factorization over interpolation: A fast continuous orthogonal matching pursuit. iTWIST'20 (Nantes, France, du 02/12/2020 au 04/12/2020). In: in Proceedings of iTWIST'20, Paper-ID: 45, Nantes, France, December, 2-4, 2020, 2020.
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Delhaye, Benoit ; Nokerman, H ; Schiltz, Félicien ; Thonnard, Jean-Louis ; Lefèvre, Philippe. Fingerpad deformations during oscillatory movement of a hand-held object.. Eurohaptics Annual Meeting (Leiden, The Netherlands, 1/9/2020).
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Berger, Guillaume ; Jungers, Raphaël M.. Finite data-rate feedback stabilization of continuous-time switched linear systems with unknown switching signal. 2020 59th IEEE Conference on Decision and Control (CDC) (Virtual, du 14/12/2020 au 18/12/2020). In: 2020 59th IEEE Conference on Decision and Control (CDC), p. 3823-3828 (2020). doi:10.1109/CDC42340.2020.9304214.
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Hautecoeur, Cécile ; Glineur, François. Image completion via nonnegative matrix factorization using HALS and B-splines. ESANN 2020,28th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (Bruges, Belgium, du 02/10/2020 au 04/10/2020). In: ESANN2020, 28th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, 2020. 978-2-87587-073-5.
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Jacques, Laurent ; Feuillen, Thomas. Keep the phase! Signal recovery in phase-only compressive sensing. iTWIST'20 (Nantes, France, du 02/12/2020 au 04/12/2020). In: in Proceedings of iTWIST'20, Paper-ID: 25, Nantes, France, December, 2-4, 2020, 2020.
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Legat, Antoine ; Hendrickx, Julien. Local Network Identifiability with Partial Excitation and Measurement. 57th IEEE Conference on Decision and Control (CDC 2020) (Jeju( Korea) Virtual, du 14/12/2020 au 18/12/2020). In: Proceedings of the 57th IEEE Conference on Decision and Control (CDC 2020), , p. 4342-4347 (2020).
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Dewez, Julien ; Glineur, François. Lower bounds on the nonnegative rank using a nested polytopes formulation. ESANN 2020,28th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (Bruges, Belgium, du 02/10/2020 au 04/10/2020). In: ESANN2020, 28th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, 2020. 978-2-87587-073-5.
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El Khoury, Ghady ; Libouton, Xavier ; Thonnard, Jean-Louis ; Lefèvre, Philippe ; Penta, Massimo ; Barbier, Olivier. Manual Ability in Hand Surgery Patients: Validation of the ABILHAND Scale in Four Diagnostic Groups. 75th Annual Meeting of the ASSH (Virtual Annual Meeting, du 01/10/2020 au 03/10/2020).
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El Khoury, Ghady ; Libouton, Xavier ; Thonnard, Jean-Louis ; Lefèvre, Philippe ; Penta, Massimo ; Barbier, Olivier. 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, du 01/09/2020 au 05/09/2020) (Accepté/Sous presse).
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Legat, Benoît ; Dowson, Oscar ; Garcia, Joaquim Dias ; Lubin, Miles. MathOptInterface: A Data Structure for Mathematical Optimization Problems. INFORMS Annual Meeting (Virtual, du 07/11/2020 au 13/11/2020).
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Hendrickx, Julien ; Olshevsky, Alex ; Saligrama, Venkatesh. Minimax Rate for Learning From Pairwise Comparisons in the BTL Model. the 37th International Conference on Machine Learning (ICML 2020) (virtual, du 12/07/2020 au 18/07/2020). In: PMLR Proceedings of Machine Learning Research, Vol. 119, p. 4193-4202 (2020).
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Hendrickx, Julien ; Olshevsky, Alex ; Saligrama, venkatesh. MinimaxRank-1Factorization. 23rd International Conference on Artificial Intelligence and Statistics (AISTATS2020) (Palermo, Sicily, Italy, du 03/06/2020 au 05/06/2020). In: Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS 2020), Vol. 108 (Accepté/Sous presse).
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Dochain, Denis ; Casenave, Céline ; Henri, Cédric ; Noon, Leslie. Modelling and control of particulate systems - three industrial(ly based) case studies. 21st IFAC World Congress (Berlin, du 12/07/2020 au 17/07/2020). In: IFAC Symposia Series, Vol. 53, no. 2 (Accepté/Sous presse).
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Pairet, Benoît ; Cantalloube, Faustine ; Jacques, Laurent. Morphological components analysis for circumstellar disks imaging. iTWIST'20 (Nantes, France, du 02/12/2020 au 04/12/2020). In: in Proceedings of iTWIST'20, Paper-ID: 44, Nantes, France, December, 2-4, 2020, 2020.
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Pinto, Samuel C. ; Andersson, Sean B. ; Hendrickx, Julien ; Cassandras, Christos G.. Multi-Agent Infinite Horizon Persistent Monitoring of Targets with Uncertain States in Multi-Dimensional Environments. 21st IFAC World Congress 2020 (Berlin, du 12/07/2020 au 17/07/2020). In: IFAC-PapersOnLine, Vol. 53, no.2, p. 10963-10968 (2020). doi:10.1016/j.ifacol.2020.12.2845.
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HASTIR, Anthony ; Winkin, Joseph ; Dochain, Denis. On Local Stability of Equilibrium Profiles of Nonisothermal Axial Dispersion Tubular Reactors. 21st IFAC World Congress (Berlin, du 12/07/2020 au 17/07/2020). In: IFAC Symposia Series, Vol. 53, no. 2 (Accepté/Sous presse).
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Debauche, Virginie ; Jungers, Raphaël M.. On Path-Complete Lyapunov Functions : comparison between a graph and its expansion. 39th Benelux meeting on systems and control (Elspeet, The Netherlands, du 10/03/2020 au 12/03/2020).
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Feuillen, Thomas ; Davies, Mike ; Vandendorpe, Luc ; Jacques, Laurent. One Bit to Rule Them All: Binarizing the Reconstruction in 1-bit Compressive Sensing. iTWIST'20 (Nantes, France, du 02/12/2020 au 04/12/2020). In: in Proceedings of iTWIST'20, Paper-ID: 26, Nantes, France, December, 2-4, 2020, 2020.
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Aspeel, Antoine ; Gouverneur, A. ; Jungers, Raphaël M. ; Macq, Benoît. Optimal Measurement Budget Allocation For Particle Filtering. IEEE International Conference on Image Processing (Abu Dhabi (United Arab Emirates), du 25/10/2020 au 28/10/2020). In: IEEE International Conference on Image Processing (ICIP), Vol. 1, no. 1, p. 1-5 (25-28 October 2020). In: , IEEE, 2020. 978-1-7281-6396-3. doi:10.1109/ICIP40778.2020.9190702.
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Pinto, Samuel C. ; Andersson, Sean B. ; Hendrickx, Julien ; Cassandras, Christos G.. Optimal Periodic Multi-Agent Persistent Monitoring of a Finite Set of Targets with Uncertain States. 2020 American Control Conference (ACC) (Denver, CO, USA, du 1/7/2020 au 3/7/2020). In: Proceedings of the American Control Conference (ACC 20), , p. 5207-5212 (2020). doi:10.23919/acc45564.2020.9147376.
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Legat, Benoît ; Rakovic, Sasa V. ; Jungers, Raphaël M.. Piecewise semi-ellipsoidal control invariant sets. 59th IEEE Conference on Decision and Control (Virtual, du 14/12/2020 au 18/12/2020). In: IEEE Conference on Decision and Control. Proceedings (Accepté/Sous presse).
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Kadima Kazaku, Jacques ; Dochain, Denis ; Winkin, Joseph ; Mukepe Kahilu, Moïse ; Kalenga Kaunde Kasongo, Jimmy. Port-Hamiltonian Sliding Mode Observer Design for a Counter-current Heat Exchanger. 21st IFAC World Congress (Berlin, du 12/07/2020 au 17/07/2020). In: IFAC Symposia Series, Vol. 53, no. 2 (Accepté/Sous presse).
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Shi,Ming ; Feng,Shuai ; Ishii,Hideaki. Quantized State Feedback Stabilization of Nonlinear Systems Under DoS. 24th International Symposium on Mathematical Theory of Networks and Systems. (Cambridge, UK, du 23/08/2021 au 27/08/2021).
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Valentin, Claire ; Dochain, Denis ; Jallut, Christian ; Dos Santos Martins, Valérie. Representation of a Continuous Settling Tank by Hybrid Partial Differential Non Linear Equations for Control Design. 21st IFAC World Congress (Berlin, du 12/07/2020 au 17/07/2020). In: IFAC Workshop Series, Vol. 53, no. 2 (Accepté/Sous presse).
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Shi, Mingming. Resilient asynchronous rendezvous of second-order agents under communication noise. 59th Conference on Decision and Control(CDC 2020) (Jeju Island, Republic of Korea , du 14/12/2020 au 18/12/2020) (Accepté/Sous presse).
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Mei, Wenjun ; Bullo, Francesco ; Chen, Ge ; Hendrickx, Julien ; Dörfler, Florian. Rethinking the Micro-Foundation of Opinion Dynamics: Rich Consequences of an Inconspicuous Change. 21st IFAC World Congress 2020 (Berlin, du 12/07/2020 au 17/07/2020). In: IFAC-PapersOnLine, Vol. 53, no.5, p. 307-310 (2020). doi:10.1016/j.ifacol.2021.04.187.
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Bianchin, Gianluca ; Pasqualetti, Fabio. Routing Apps May Cause Oscillatory Congestions in Traffic Networks. 2020 59th IEEE Conference on Decision and Control (CDC) (Jeju, Korea (South), du 14/12/2020 au 18/12/2020). doi:10.1109/cdc42340.2020.9303866.
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Hendrickx, Julien ; Rabbat, Michael G. Stability of Decentralized Gradient Descent in Open Multi-Agent Systems. 59th Conference on Decision and Control (CDC 2020) (Jeju( Korea) Virtual, du 14/12/2020 au 18/12/2020). In: Proceedings of the 57th IEEE Conference on Decision and Control (CDC 2020), , p. 4885-4890 (2020).
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Legat, Benoît ; Gomes, Cláudio Ângelo Gonçalves ; Karalis, Paschalis ; Jungers, Raphaël M. ; Navarro-López, Eva M. ; Hans Vangheluwe. Stability of Planar Switched Systems under Delayed Event Detection. 59th IEEE Conference on Decision and Control (Virtual, du 14/12/2020 au 18/12/2020). In: IEEE Conference on Decision and Control. Proceedings (Accepté/Sous presse).
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Legat, Benoît ; Weisser, Tillmann. SumOfSquares: A Julia package for Polynomial Optimization. INFORMS Annual Meeting (Virtual, du 07/11/2020 au 13/11/2020).
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Berger, Guillaume ; Jungers, Raphaël M.. Topological entropy and minimal data rate for state observation of LTV systems. IFAC World Congress 2020 (Virtual, du 11/07/2020 au 17/07/2020). In: IFAC World Congress 2020, Vol. 53, no. 2, p. 3060-3065 (2020). doi:10.1016/j.ifacol.2020.12.1007.
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Mehdifar, Farhad. Towards Prescribed Performance Control of Persistent Formations with Signed Area Constraints. 39th Benelux Meeting on Systems and Control (Elspeet, The Netherlands, du 10/03/2020 au 12/03/2020) (Accepté/Sous presse).
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Schellekens, Vincent ; Jacques, Laurent. When compressive learning fails: blame the decoder or the sketch?. iTWIST'20 (Nantes, France, du 02/12/2020 au 04/12/2020). In: in Proceedings of iTWIST'20, Paper-ID: 22, Nantes, France, December, 2-4, 2020, 2020.
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Berger, Guillaume ; Jungers, Raphaël M.. Worst-case topological entropy and minimal data rate for state observation of switched linear systems. 23rd International Conference on Hybrid Systems: Computation and Control (Virtual, du 21/04/2020 au 28/04/2020). In: HSCC '20: Proceedings of the 23rd International Conference on Hybrid Systems: Computation and Control, p. 1-11 (2020). doi:10.1145/3365365.3382195.
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Ramseier, Aude ; Banaï, Myriam ; Ducarme, Delphine ; Wertz, Vincent. Évaluer à distance, dans l’urgence, un cours de dynamique de groupe. 4eme colloque AUPTIC.Education 2020 (Louvain-la-Neuve, Belgium (en ligne), du 11/11/2020 au 13/11/2020) (Accepté/Sous presse).
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2025Pinon, Brieuc. Computational limitations in Artificial Intelligence algorithms, prom. : Delvenne, Jean-Charles ; Jungers, Raphaël, 10/09/2025.
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Kamri, Yassine. Contributions to Performance Estimation Problems for the Analysis and Design of First-Order Optimization Methods, prom. : Glineur, François ; Hendrickx, Julien, 04/07/2025.
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Van Dessel, Guillaume. Efficient methods for structured nonconvex optimization and optimization under inexact oracles, prom. : Glineur, François, 27/06/2025.
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Vandergooten, Simon. From Earth to Orbit : influence of graviceptive inputs on reach and grip behavior, prom. : Lefèvre, Philippe, 19/11/2025.
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Legat, Antoine. Generic local identifiability in dynamical networks : from algebraic characterizationto algorithms for signal selection, prom. : Hendrickx, Julien, 17/09/2025.
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Rubbens, Anne. Interpolation conditions for exact computer-aided analysis of optimization methods, prom. : Hendrickx, Julien, 22/09/2025.
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Daglayan Sevim, Hazan. Low-rank techniques for exoplanet detection in high contrast images, prom. : Absil, Pierre-Antoine ; Gillis, Nicolas, 15/01/2025.
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Bousselmi, Nizar. Performance analysis of primal-dual and second-order optimization methods, prom. : Glineur, François ; Hendrickx, Julien, 02/09/2025.
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Colmant, Lise. Screening for Alzheimer's pathology in the elderly population : focus on spatial navigation, prom. : Hanseeuw, Bernard ; Lefèvre, Philippe, 06/03/2025.
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2024Calbert, Julien. Abstraction relations over dynamical systems : theory and algorithms, prom. : Jungers, Raphaël , 03/12/2024.
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Leblanc, Olivier. Compressive and neural-representation strategies for inverse problems From interferometric imaging to diffraction tomography, prom. : Jacques, Laurent, 11/10/2024.
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Colla, Sébastien. Computer-aided analysis of decentralized optimization methods, prom. : Hendrickx, Julien, 20/09/2024.
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Hoffmann, Anne. Dynamic multisensory integration during human reaching movements, prom. : Crevecoeur, Frédéric, 19/06/2024.
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Cho, Jehum. Optimization under uncertainty with power system applications, prom. : Papavasiliou, Anthony ; Catanzaro, Daniele, 25/01/2024.
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Debauche, Virginie. Path-Complete and Neural Lyapunov Functions: Computation and Performance, prom. : Jungers, Raphaël, 13/09/2024.
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Blondiaux, Florence. Study of the fingerprint of essential tremor in motor control and its links on cerebellar-cortical connectivity, prom. : Crevecoeur, Frédéric ; Hanseeuw, Bernard, 18/09/2024.
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2023Olikier, Guillaume. First-order optimization on stratified sets : theory and algorithms, prom. : Absil, Pierre-Antoine ; De Lathauwer, Lieven, 19/06/2023.
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Kadima Kazaku, Jacques. Modelling, analysis and control of counterflow heat exchangers : an infinite-dimensional and thermodynamic approach, prom. : Dochain, Denis ; Jungers, Raphaël, 30/05/2023.
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2022De Comite, Antoine. Behavioral studies of dynamical control policies underlying human reaching movements, prom. : Lefèvre, Philippe ; Crevecoeur, Frédéric, 10/02/2022.
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Dewez, Julien. Computational approaches for lower bounds on the nonnegative rank, prom. : Glineur, François, 31/01/2022.
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Schiltz, Félicien. Fingerpad mechanics and grip force adaptation to friction during object manipulation, prom. : Lefèvre, Philippe ; Thonnard, Jean-Louis, 01/04/2022.
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Van Hoorebeeck, Loïc. Nonconvex and nonsmooth economic dispatch, prom. : Absil, Pierre-Antoine ; Papavasiliou, Anthony, 23/05/2022.
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Hautecoeur, Cécile. Nonnegative Matrix Factorization using parametrizable functions, prom. : Glineur, François, 10/10/2022.
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Monnoyer de Galland de Carnières, Charles. Open multi-agent systems: representation, limitations and decentralized optimization, prom. : Hendrickx, Julien, 21/10/2022.
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Aspeel, Antoine. Optimal sampling for state estimation of stochastic dynamical systems, prom. : Macq, Benoit ; Jungers, Raphaël, 29/04/2022.
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Rodomanov, Anton. Quasi-Newton methods with provable efficiency guarantees, prom. : Nesterov, Yurii, 23/08/2022.
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Van Brandt, Léopold. Statistical analyses of intrinsic noise and variability effects in CMOS digital latches, prom. : Flandre, Denis, 12/09/2022.
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2021Berger, Guillaume. Dominated splitting and quantization of hybrid systems : towards efficient control of cyber-physical systems and networked control systems, prom. : Jungers, Raphaël, 24/08/2021.
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Schellekens, Vincent. Extending the compressive statistical learning framework : quantization, privacy and beyond, prom. : Jacques, Laurent, 28/06/2021.
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Chiêm, Benjamin. Interweaving structure and function in human brain networks, prom. : Delvenne, Jean-Charles ; Crevecoeur, Frédéric, 22/09/2021.
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Dong, Shuyu. Low-rank matrix and tensor completion using graph-based regularization, prom. : Absil, Pierre-Antoine ; Gallivan, Kyle A., 25/05/2021.
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Doikov, Nikita. New second-order and tensor methods in convex optimization, prom. : Nesterov, Yurii, 20/09/2021.
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El Khoury, Ghady. Patient-centered outcomes in hand surgery, prom. : Lefèvre, Philippe ; Barbier, Olivier, 08/11/2021.
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Opsomer, Laurent. Short- and long-term adaptation of grip dynammics and arm kinematics to altered gravito-inertial environments, prom. : Lefèvre, Philippe ; Thonnard, Jean-Louis, 30/09/2021.
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2020Liénardy, Jean. Integrable lattice models and supersymmetry, prom. : Hagendorf, Christian, 25/09/2020.
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Gousenbourger, Pierre-Yves. Interpolation and fitting on Riemannian manifolds, prom. : Absil, Pierre-Antoine ; Jacques, Laurent, 22/09/2020.
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Legat, Benoît. Set programming : theory and computation, prom. : Jungers, Raphaël M. ; Parrilo, Pablo A., 23/06/2020.
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Verstraete, Joachim. The Witt group of a dyadic valued field and hereditary orders over discrete valuation rings, prom. : Caprace, Pierre-Emmanuel ; Tignol, Jean-Pierre, 03/09/2020.
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