All dynamical systems and networks publications

Journal Articles

1. Vernimmen, Pierre; Glineur, François. Worst-case convergence analysis of relatively inexact gradient descent on smooth convex functions. In: Neurocomputing, Vol. 660, p. 131883 (2026). doi:10.1016/j.neucom.2025.131883 (Accepté/Sous presse). http://hdl.handle.net/2078.1/306816

2. 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. http://hdl.handle.net/2078.1/296838

3. 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). http://hdl.handle.net/2078.1/297039

4. 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. http://hdl.handle.net/2078.1/302325

5. 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. http://hdl.handle.net/2078.1/302326

6. 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. http://hdl.handle.net/2078.1/293801

7. 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. http://hdl.handle.net/2078.1/297618

8. 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. http://hdl.handle.net/2078.1/300690

9. 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. http://hdl.handle.net/2078.1/302849

10. 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. http://hdl.handle.net/2078.1/305074

11. 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, (2024). doi:10.48550/arXiv.2405.08353 (Soumis). http://hdl.handle.net/2078.1/297007

12. Calbert, Julien; Girard, Antoine; Jungers, Raphaël M. Classification of simulation relations for symbolic control. In: arXiv preprint, (2024). doi:10.48550/arXiv.2410.06083. http://hdl.handle.net/2078.1/296934

13. Banse, 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. http://hdl.handle.net/2078.1/296955

14. 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. http://hdl.handle.net/2078.1/297035

15. 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. http://hdl.handle.net/2078.1/296995

16. Delvenne, Jean-Charles; Falasco, Gianmaria. Thermokinetic relations. In: Physical Review E, Vol. 109, no.1 (2024). doi:10.1103/physreve.109.014109. http://hdl.handle.net/2078.1/294754

17. 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. http://hdl.handle.net/2078.1/290787

18. 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. http://hdl.handle.net/2078.1/297024

19. 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. http://hdl.handle.net/2078.1/297027

20. 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. http://hdl.handle.net/2078.1/294767

21. 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. http://hdl.handle.net/2078.1/294768

22. 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). http://hdl.handle.net/2078.1/299669

23. 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. http://hdl.handle.net/2078.1/297033

24. 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). http://hdl.handle.net/2078.1/279788

25. 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. http://hdl.handle.net/2078.1/297619

26. Kalidindi, Hari Teja; Crevecoeur, Frédéric. Task-dependent coarticulation of movement sequences. In: eLife, Vol. 13 (2024). doi:10.7554/elife.96854.3. http://hdl.handle.net/2078.1/297311

27. 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. http://hdl.handle.net/2078.1/299094

28. 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. http://hdl.handle.net/2078.1/297321

29. 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. http://hdl.handle.net/2078.1/298562

30. 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. http://hdl.handle.net/2078.1/302851

31. 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. http://hdl.handle.net/2078.1/298564

32. 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. http://hdl.handle.net/2078.1/293048

33. 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. http://hdl.handle.net/2078.1/298490

34. 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. http://hdl.handle.net/2078.1/293047

35. 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. http://hdl.handle.net/2078.1/292991

36. 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). http://hdl.handle.net/2078.1/287279

37. 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. http://hdl.handle.net/2078.1/282834

38. Farid, Yousef; Jungers, Raphaël M. Binary Combinatorial Optimization-based Path Planning and Optimal Reach Control in Piecewise Linear Neural Abstraction Domain. In: I E E E Transactions on Neural Networks and Learning Systems, (2024). (Soumis). http://hdl.handle.net/2078.1/285558

39. 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. http://hdl.handle.net/2078.1/293060

40. 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. http://hdl.handle.net/2078.1/285108

41. Martin Guay; Dochain, Denis. Drift estimation by timescale transformation. In: IFAC Proceedings, Vol. 56, no. 1, p. 282-287 (2023). http://hdl.handle.net/2078.1/272355

42. 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). http://hdl.handle.net/2078.1/271801

43. Wang, Zheming; Jungers, Raphaël M. On Objective Function Value Performance of the Scenario Approach Under Regularity Conditions. In: IEEE Transactions on Automatic Control, , p. 1-15 (2023). doi:10.1109/tac.2023.3315691. http://hdl.handle.net/2078.1/278129

44. Hamaide, Valentin; Souris, Kevin; Dasnoy-Sumell, Damien; Glineur, François; Macq, Benoît. Real‐time image‐guided treatment of mobile tumors in proton therapy by a library of treatment plans: a simulation study. In: Medical physics, Vol. 50, no. 1, p. 465-479 (2023). doi:10.1002/mp.16084. http://hdl.handle.net/2078.1/271157

45. Mattenet, Sébastien; Jungers, Raphaël M. A categorical view on the converse Lyapunov theorem. In: arXiv preprint, (2023). doi:10.48550/arXiv.2306.00509. http://hdl.handle.net/2078.1/297040

46. 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. http://hdl.handle.net/2078.1/278401

47. Kalidindi, Hari Teja; Crevecoeur, Frédéric. Human reaching control in dynamic environments. In: Current Opinion in Neurobiology, Vol. 83, p. 102810 (2023). doi:10.1016/j.conb.2023.102810. http://hdl.handle.net/2078.1/280506

48. Blondiaux, Florence; Lebrun, Louisien; Hanseeuw, Bernard; Crevecoeur, Frédéric. Impairments of saccadic and reaching adaptation in Essential Tremor are linked to movement execution. In: Journal of neurophysiology, Vol. 130, no. 5, p. 1092-1102 (2023). doi:10.1152/jn.00165.2023. http://hdl.handle.net/2078.1/278767

49. De Comite, Antoine; Lefèvre, Philippe; Crevecoeur, Frédéric. Continuous evaluation of cost-to-go for flexible reaching control and online decisions. In: PLoS Computational Biology, Vol. 19, no. 9, p. e1011493 (2023). doi:10.1371/journal.pcbi.1011493. http://hdl.handle.net/2078.1/278222

50. Córdova Bulens, David; Cluff, Tyler; Blondeau, Laurent; Moore, Robert T.; Lefèvre, Philippe; Crevecoeur, Frédéric. Different Control Strategies Drive Interlimb Differences in Performance and Adaptation during Reaching Movements in Novel Dynamics. In: eNeuro, Vol. 10, no. 4, p. ENEURO.0275-22.2023 [1-13] (2023). doi:10.1523/eneuro.0275-22.2023. http://hdl.handle.net/2078.1/278210

51. Hoffmann, Anne; Crevecoeur, Frédéric. Task Instructions and the Need for Feedback Correction Influence the Contribution of Visual Errors to Reach Adaptation. In: eNeuro, Vol. 10, no. 9, p. ENEURO.0068-23.2023 [1-22] (2023). doi:10.1523/eneuro.0068-23.2023. http://hdl.handle.net/2078.1/278768

52. Houssiau, Florimond; Liénart, Thibaut; Hendrickx, Julien; de Montjoye, Yves-Alexandre. Web Privacy: A Formal Adversarial Model for Query Obfuscation. In: IEEE Transactions on Information Forensics and Security, Vol. 18, p. 2132-2143 (2023). doi:10.1109/tifs.2023.3262123. http://hdl.handle.net/2078.1/278124

53. Hendrickx, Julien; Gerencsér, Balázs. Trajectory convergence from coordinate-wise decrease of general energy functions. In: Automatica, Vol. 154, p. 111099 (2023). doi:10.1016/j.automatica.2023.111099. http://hdl.handle.net/2078.1/276070

54. Noferini, Vanni; Van Dooren, Paul. On computing root polynomials and minimal bases of matrix pencils. In: Linear Algebra and its Applications, Vol. 658, p. 86-115 (2023). doi:10.1016/j.laa.2022.10.025. http://hdl.handle.net/2078.1/299325

55. Dopico, Froilán M.; Quintana, María C.; Van Dooren, Paul. Structural backward stability in rational eigenvalue problems solved via block Kronecker linearizations. In: Calcolo, Vol. 60, no.1 (2023). doi:10.1007/s10092-022-00502-4. http://hdl.handle.net/2078.1/299324

56. Pinto, Samuel c.; Welikala, Shirantha; Andersson, Sean B.; Hendrickx, Julien; Cassandras, Christos G. Minimax Persistent Monitoring of a Network System. In: Automatica (Online), Vol. 149, p. 110808 (2022). doi:10.48550/arXiv.2201.06607. http://hdl.handle.net/2078.1/269250

57. Colla, Sébastien; Hendrickx, Julien. Automatic Performance Estimation for Decentralized Optimization. In: IEEE Transactions on Automatic Control, (2023). (Accepté/Sous presse). http://hdl.handle.net/2078.1/273038

58. Benner, Peter; Van Dooren, Paul. Periodic two-dimensional descriptor systems. In: The Electronic Journal of Linear Algebra, Vol. 39, p. 472-490 (2023). doi:10.13001/ela.2023.7989. http://hdl.handle.net/2078.1/298563

59. Banaï, Myriam; Ducarme, Delphine; Oestges, Claude; Ramseier, Aude; Raucent, Benoît; Wertz, Vincent. L’évaluation comme dispositif collaboratif au service de l’apprentissage. In: Les Annales de QPES, Vol. 2, no.1 (2023). doi:10.14428/qpes.v2i1. http://hdl.handle.net/2078.1/278102

60. Rodomanov, Anton; Nesterov, Yurii. Subgradient ellipsoid method for nonsmooth convex problems. In: Mathematical Programming, Vol. 199, p. 305-341 (2023). doi:10.1007/s10107-022-01833-4. http://hdl.handle.net/2078.1/272860

61. Van Brandt, Léopold; Silveira, Fernando; Delvenne, Jean-Charles; Flandre, Denis. On noise-induced transient bit flips in subthreshold SRAM. In: Solid-State Electronics, Vol. 208, p. 108715 (2023). doi:10.1016/j.sse.2023.108715. http://hdl.handle.net/2078.1/278100

62. Banse, Adrien; Wang, Zheming; Jungers, Raphaël M. Learning stability guarantees for constrained switching linear systems from noisy observations. In: Nonlinear Analysis: Hybrid Systems, (2023). (Soumis). http://hdl.handle.net/2078.1/273456

63. 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. http://hdl.handle.net/2078.1/272861

64. 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). http://hdl.handle.net/2078.1/278871

65. Della Rossa, Matteo; Jungers, Raphaël M. Interpretability of Path-Complete Techniques and Memory-based Lyapunov functions. In: IEEE Control Systems Letters, Vol. 7, p. 781-786 (2023). doi:10.1109/LCSYS.2022.3226627. http://hdl.handle.net/2078.1/269019

66. 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). http://hdl.handle.net/2078.1/277116

67. Nayak, Satya Prakash; Neves Egidio, Lucas; Della Rossa, Matteo; Schmuck, Anne-Kathrin; Jungers, Raphaël M. Context-Triggered Abstraction-Based Control Design. In: IEEE Open Journal of Control Systems, Vol. 2, p. 277-296 (2023). doi:10.1109/ojcsys.2023.3305835. http://hdl.handle.net/2078.1/278891

68. Wang, Zheming; Jungers, Raphaël M.; Ong, Chong Jin. Computation of invariant sets via immersion for discrete-time nonlinear systems. In: Automatica, Vol. 147, p. 110686 (2023). doi:10.1016/j.automatica.2022.110686. http://hdl.handle.net/2078.1/273440

69. Banse, Adrien; Romao, Licio; Abate, Alessandro; Jungers, Raphaël M. Data-driven abstractions via adaptive refinements and a Kantorovich metric [extended version]. In: arXiv, (2023). doi:10.48550/arxiv.2303.17618 (Soumis). http://hdl.handle.net/2078.1/278838

70. 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. http://hdl.handle.net/2078.1/278099

71. Hautecoeur, Cécile; De Lathauwer, Lieven; Gillis, Nicolas; Glineur, François. Least-Squares Methods for Nonnegative Matrix Factorization Over Rational Functions. In: IEEE Transactions on Signal Processing, Vol. 71, p. 1712-1724 (2023). doi:10.1109/tsp.2023.3260560. http://hdl.handle.net/2078.1/281916

72. Della Rossa, Matteo; Jungers, Raphaël M. Multiple Lyapunov Functions and Memory: A Symbolic Dynamics Approach to Systems and Control. In: arXiv, (2023). doi:10.48550/arXiv.2307.13543 (Soumis). http://hdl.handle.net/2078.1/278870

73. Wang, Zheming; Jungers, Raphaël M.; Petreczky, Mihaly; Chen, Bo; Yu, Li. Learning stability of partially observed switched linear systems. In: https://arxiv.org,. doi:10.48550/arXiv.2301.08046 (Soumis). http://hdl.handle.net/2078.1/273623

Conference Papers

1. 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. 2025 xxx. http://hdl.handle.net/2078.1/299750

2. Rotaru, Teodor; Panagiotis, Patrinos; Glineur, François. Tight Analysis of Difference-of-Convex Algorithm (DCA) Improves Convergence Rates for Proximal Gradient Descent. In: PMLR Proceedings of Machine Learning Research. Vol. 258, p. 4114-4122 (2025). Li, Yingzhen and Mandt, Stephan and Agrawal, Shipra and Khan, Emtiyaz, 2025 xxx. http://hdl.handle.net/2078.1/300850

3. Rafanomezantsoa, Ny Rindralalaina; Wertz, Vincent. Conceptions de l’enseignement et pratiques pédagogiques des enseignants formés au CPU (Certificat en Pédagogie Universitaire) dans les universités publiques malgaches. 2025 xxx. http://hdl.handle.net/2078.1/299749

4. Van Dessel, Guillaume; Glineur, François. Presolve techniques for quasi-convex chance constraints with finite-support low-dimensional uncertainty. In: Proceedings of the 5th International Conference on MCO 2025, 2025, n/A xxx. http://hdl.handle.net/2078.1/306819

5. Rotaru, Teodor; Patrinos,Panagiotis; Glineur, François. Tight Convergence Rates in Gradient Mapping for the Difference-of Convex Algorithm. In: Proceedings of the 5th International Conference on MCO 2025, 2025, n/A xxx. http://hdl.handle.net/2078.1/306820

6. Van Brandt, Léopold; Delvenne, Jean-Charles; Flandre, Denis. Variability-Aware Noise-Induced Dynamic Instability of Ultra-Low-Voltage SRAM Bitcells. In: IEEE Xplore, 2024, 979-8-3503-8122-1 xxx. doi:10.1109/lascas60203.2024.10506179. http://hdl.handle.net/2078.1/294779

7. Jungers, Raphaël M.; Calbert, Julien; Mattenet, Sébastien; Girard, Antoine. Memoryless concretization relation. In: Proceedings of the 27th ACM International Conference on Hybrid Systems: Computation and Control. Vol. 1, no.1, p. 147-155 (2024). Proceedings of the 27th International Conference on Hybrid Systems: Computation and Control, 2024 xxx. doi:10.1145/3641513.3650132. http://hdl.handle.net/2078.1/287973

8. Bianchin, Gianluca; Delvenne, Jean-Charles. Cycle families and Resilience of Dynamical Networks. In: IEEE Xplore, 2024, 979-8-3503-8265-5 xxx. doi:10.23919/acc60939.2024.10644385. http://hdl.handle.net/2078.1/294749

9. Vary, Simon; Ablin, Pierre; Gao, Bin; Absil, Pierre-Antoine. Optimization without Retraction on the Random Generalized Stiefel Manifold. In: Proceedings of Machine Learning Research. Vol. 235, p. 49226-49248 (2024). MLResearchPress, 2024 xxx. http://hdl.handle.net/2078.1/290550

10. Van Brandt, Léopold; Flandre, Denis; Delvenne, Jean-Charles. Stochastic Nonlinear Dynamical Modelling of SRAM Bitcells in Retention Mode. In: IEEE Xplore, 2024, 979-8-3503-7152-9 xxx. doi:10.1109/edtm58488.2024.10512067. http://hdl.handle.net/2078.1/294774

11. Bousselmi, Nizar; Pustelnik, Nelly; Hendrickx, Julien; Glineur, François. Comparison of Proximal First-Order Primal and Primal-Dual Algorithms via Performance Estimation. In: Eusipco 2024, 2024, 978-9-4645-9361-7, p. 2647-2651 xxx. doi:10.23919/EUSIPCO63174.2024.10715388. http://hdl.handle.net/2078.1/293043

12. Colla, Sébastien; Hendrickx, Julien. On the Optimal Communication Weights in Distributed Optimization Algorithms. In: IFAC-PapersOnLine. Vol. 58, no.17, p. 19-24 (2024). Elsevier BV, 2024 xxx. doi:10.1016/j.ifacol.2024.10.107. http://hdl.handle.net/2078.1/302869

13. Legat, Antoine; Hendrickx, Julien. Combinatorial Characterization for Global Identifiability of Separable Networks with Partial Excitation and Measurement. In: 2023 62nd IEEE Conference on Decision and Control (CDC), 2024, n/A, p. 2471-2476 xxx. doi:10.1109/cdc49753.2023.10383708. http://hdl.handle.net/2078.1/302864

14. Vizuete Haro, Renato Sebastian; Hendrickx, Julien. Nonlinear identifiability of directed acyclic graphs with partial excitation and measurement. In: Proceedings of the 61th IEEE Conference on Decision and Control (CDC 2024), 2024, n/A xxx. doi:10.1109/cdc56724.2024.10886435. http://hdl.handle.net/2078.1/302871

15. Vizuete Haro, Renato Sebastian; Frasca, Paolo; Panteley, Elena. SIS Epidemics on Open Networks: A Replacement-Based Approximation. In: n/. (2024). 2024 xxx. doi:10.48550/arXiv.2403.16727; 10.23919/ecc64448.2024.10591224. http://hdl.handle.net/2078.1/292993

16. Debauche, Virginie; Jungers, Raphaël M.. Formal Synthesis of Lyapunov Stability Certificates for Linear Switched Systems using ReLU Neural Networks. 2024 xxx. http://hdl.handle.net/2078.1/283182

17. Vernimmen, Pierre; Glineur, François. Convergence analysis of an inexact gradient method on smooth convex functions. In: ESANN 2024 proceedings, 2024, 978-2-87587-090-2 xxx. doi:10.14428/esann/2024.es2024-171. http://hdl.handle.net/2078.1/293029

18. Debauche, Virginie; Alec Edwards; Jungers, Raphaël M.; Alessandro Abate. Stability Analysis of Switched Linear Systems with Neural Lyapunov Functions. 2024 xxx. http://hdl.handle.net/2078.1/283176

19. Jungers, Raphaël M.. Statistical comparison of Path-Complete Lyapunov Functions: a Discrete-Event Systems perspective. In: In Proc. of IFAC-WODES'24. (2024). 2024 xxx. http://hdl.handle.net/2078.1/285977

20. Daglayan Sevim, Hazan; Vary, Simon; Absil, Pierre-Antoine. An Alternating Minimization Algorithm with Trajectory for Direct Exoplanet Detection. In: ESANN 2023 proceedings, 2023, N 978-2-87587-088-9 xxx. doi:10.14428/esann/2023.es2023-137. http://hdl.handle.net/2078.1/278845

21. Massart, Estelle; Abrol, Vinayak. Coordinate descent on the Stiefel manifold for deep neural network training. In: ESANN 2023 proceedings, 2023, 978-2-87587-088-9 xxx. http://hdl.handle.net/2078.1/289245

22. Debauche, Virginie; Della Rossa, Matteo; Jungers, Raphaël M.. Characterization of the ordering of path-complete stability certificates with addition-closed templates. 2023 xxx. doi:10.1145/3575870.3587114. http://hdl.handle.net/2078.1/267461

23. Chorobura, Flavia; Glineur, François; Necoara, Ion. Can random proximal coordinate descent be accelerated on nonseparable convex composite minimization problems?. In: 2023 European Control Conference (ECC), I E E E, 2023, 978-3-907144-08-4 xxx. doi:10.23919/ecc57647.2023.10178217. http://hdl.handle.net/2078.1/281935

24. Calbert, Julien; Jungers, Raphaël M.. Data-driven heuristic symbolic models and application to limit-cycle detection. In: American Control Conference. Proceedings. p. 4351 - 4356 (2023). I E E E, 2023 xxx. doi:10.23919/ACC55779.2023.10156175. http://hdl.handle.net/2078.1/276560

25. Jungers, Raphaël M.; Calbert, Julien; Neves Egidio, Lucas. Smart abstraction based on iterative ellipsoidal covering. 2023 xxx. http://hdl.handle.net/2078.1/288051

26. Banse, Adrien; Romao, Licio; Abate, Alessandro; Jungers, Raphaël M.. Data-driven Abstractions via Adaptive Refinements and a Kantorovich Metric. In: 2023 62nd IEEE Conference on Decision and Control (CDC). (2023). 2023 xxx. doi:10.1109/cdc49753.2023.10383513. http://hdl.handle.net/2078.1/297037

27. Tanji, Sofiane; Vecchia, Andrea Della; Glineur, François; Villa, Silvia. Snacks: a fast large-scale kernel SVM solver. In: IEEE Xplore, I E E E, 2023, 978-3-907144-08-4 xxx. doi:10.23919/ecc57647.2023.10178323. http://hdl.handle.net/2078.1/281922

28. Calbert, Julien; Neves Egidio, Lucas; Jungers, Raphaël M.. An Efficient Method to Verify the Inclusion of Ellipsoids. 2023 xxx. http://hdl.handle.net/2078.1/266861

29. Kamri, Ahmed Yassine; Hendrickx, Julien; Glineur, François. On the Worst-Case Analysis of Cyclic Coordinate-Wise Algorithms on Smooth Convex Functions. In: Proceedings of the European Control Conference ECC 2023, 2023 xxx. doi:10.23919/ECC57647.2023.10178198. http://hdl.handle.net/2078.1/276086

30. Rubbens, Anne; Bousselmi, Nizar; Colla, Sébastien; Hendrickx, Julien. Interpolation Constraints for Computing Worst-Case Bounds in Performance Estimation Problems. In: 2023 62nd IEEE Conference on Decision and Control (CDC), 2023, n/A, p. 3015-3022 xxx. doi:10.1109/cdc49753.2023.10384170. http://hdl.handle.net/2078.1/302866

31. Vizuete Haro, Renato Sebastian; Hendrickx, Julien. Nonlinear Network Identifiability: The Static Case. In: IEEE Conference on Decision and Control. Proceedings. (2023). I E E E, 2023 xxx. doi:10.1109/cdc49753.2023.10383333. http://hdl.handle.net/2078.1/293007

32. Wang, Zheming; Chen, Bo; Jungers, Raphaël M.; Yu, li. Data-driven reachability analysis of Lipschitz nonlinear systems via support vector data description. 2023 xxx. http://hdl.handle.net/2078.1/284535

33. Van Brandt, Léopold; Delvenne, Jean-Charles. The non-Landauer Bound for the Dissipation of Bit Writing Operation. In: 2023 IEEE 23rd International Conference on Nanotechnology (NANO). (2023). I E E E, 2023 xxx. doi:10.1109/nano58406.2023.10231222. http://hdl.handle.net/2078.1/278097

34. Debauche, Virginie; Jungers, Raphaël M.. Formal Synthesis of Path-Complete Lyapunov Functions on Neural Templates. 2023 xxx. http://hdl.handle.net/2078.1/273552

35. Rafanomezantsoa, Ny Rindralalaina; Frenay, Mariane; Colognesi, Stéphane; Parmentier, Philippe P.; Wertz, Vincent. Recensement des pratiques de pédagogie active à l’Université d’Antananarivo (UA), à Madagascar. 2023 xxx. http://hdl.handle.net/2078.1/281953

Book Chapters

1. Beghin, Philémon; Ceulemans, Anne-Emmanuelle; Glineur, François. A Discussion About Violin Reduction: Geometric Analysis of Contour Lines and Channel of Minima. In: Lecture Notes in Mechanical Engineering : The Future of Heritage Science and Technologies II (Lecture Notes in Mechanical Engineering (LNME).; xxx), Springer / Springer-Cham, 2026, p. 432-446. 9783031983788. xxx xxx. doi:10.1007/978-3-031-98379-5_33. http://hdl.handle.net/2078.1/305937

2. Vizuete Haro, Renato Sebastian; Monnoyer de Galland de Carnières, Charles; Frasca, Paolo; Panteley, Elena; Hendrickx, Julien. Trends and Questions in Open Multi-agent Systems. In: Hybrid and Networked Dynamical Systems : Lecture Notes in Control and Information Sciences , Springer, Cham, 2024, p. 219-252. 9783031495540. xxx xxx. doi:10.1007/978-3-031-49555-7_10. http://hdl.handle.net/2078.1/286630