All applied math publications
icteam | Louvain-la-Neuve
MATH publications
Journal Articles
1. 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
2. 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. http://hdl.handle.net/2078.1/299385
3. 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
4. Absil, P.-A.; 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
5. 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. http://hdl.handle.net/2078.1/300362
6. 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. http://hdl.handle.net/2078.1/284957
7. 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
8. 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
9. 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
10. 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
11. 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. http://hdl.handle.net/2078.1/293045
12. 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
13. 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
14. 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
15. 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. http://hdl.handle.net/2078.1/293221
16. 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
17. 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. http://hdl.handle.net/2078.1/294770
18. 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
19. 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
20. 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
21. 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
22. 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
23. 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
24. 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
25. 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
26. Mattenet, Sébastien; Van der Linden, Tim; Jungers, Raphaël M. The cohomology objects of a semi-abelian variety are small. In: arXiv preprint, (2024). doi:10.48550/arXiv.2411.17200. http://hdl.handle.net/2078.1/296838
27. 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. http://hdl.handle.net/2078.1/295796
28. 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
29. 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
30. 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
31. Monnoyer de Galland de Carnières, Gilles; Feuillen, Thomas; Vandendorpe, Luc; Jacques, Laurent. Grid Hopping in Sensor Networks: Acceleration Strategies for Single-Step Estimation Algorithms. In: IEEE Transactions on Signal Processing, Vol. 72, no.1, p. 4463-4478 (2024). doi:10.1109/tsp.2024.3465842. http://hdl.handle.net/2078.1/292969
32. 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
33. 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
34. 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
35. 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
36. 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
37. 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
38. 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
39. 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
40. Vermeylen, Charlotte; Olikier, Guillaume; Absil, Pierre-Antoine; Van Barel, Marc. Rank Estimation for Third-Order Tensor Completion in the Tensor-Train Format. In: Proceedings of the 31st European Signal Processing Conference (EUSIPCO 2023, , p. 965-969 (2023). doi:10.48550/arXiv.2309.15170. http://hdl.handle.net/2078.1/281058
41. 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
42. 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
43. 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
44. 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
45. 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
46. 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
47. 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
48. 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. http://hdl.handle.net/2078.1/281268
49. 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
50. Barry,Demba; Tignol, Jean-Pierre. Trialitarian triples. In: Documenta Mathematica, Vol. 28, no.28, p. 939-1026 (2023). doi:10.4171/DM/926. http://hdl.handle.net/2078.1/279149
51. 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
52. 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
53. 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
54. 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
55. 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. http://hdl.handle.net/2078.1/281368
56. 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. http://hdl.handle.net/2078.1/269668
57. Müller, David; Nesterov, Yurii; Shikhman, Vladimir. Discrete Choice Prox-Functions on the Simplex. In: Mathematics of Operations Research, Vol. 47, no.1, p. 485-507 (2022). doi:10.1287/moor.2021.1136. http://hdl.handle.net/2078.1/269698
58. Ren, Wei; Dimarogonas, Dimos V. Event-Triggered Tracking Control of Networked Multiagent Systems. In: IEEE Transactions on Automatic Control, Vol. 67, no.10, p. 5332-5347 (2022). doi:10.1109/tac.2022.3180789. http://hdl.handle.net/2078.1/273471
59. Bovet, Alexandre; Delvenne, Jean-Charles; Lambiotte, Renaud. Flow stability for dynamic community detection. In: Science Advances, Vol. 8, no.19 (2022). doi:10.1126/sciadv.abj3063. http://hdl.handle.net/2078.1/278095
60. Nesterov, Yurii; Florea, Mihai. Gradient methods with memory. In: Optimization Methods and Software, Vol. 37, no. 3, p. 936-953 (2022). doi:10.1080/10556788.2020.1858831. http://hdl.handle.net/2078.1/272859
61. Wang, Zheming; Berger, Guillaume; Jungers, Raphaël M. Data-driven control of switched linear systems with probabilistic stability guarantees. In: arxiv,. doi:10.48550/arxiv.2103.10823 (Soumis). http://hdl.handle.net/2078.1/273663
62. 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. http://hdl.handle.net/2078.1/273469
63. Guérit, Stéphanie; Sivankutty, Siddharth; Lee, John Aldo; Rigneault, Hervé; Jacques, Laurent. Compressive Imaging Through Optical Fiber with Partial Speckle Scanning. In: SIAM Journal on Imaging Sciences, Vol. 15, no.2, p. 387-423 (2022). doi:10.1137/21m1407586. http://hdl.handle.net/2078.1/260300
64. Falasco, Gianmaria; Esposito, Massimiliano; Delvenne, Jean-Charles. Beyond thermodynamic uncertainty relations: nonlinear response, error-dissipation trade-offs, and speed limits. In: Journal of Physics A: Mathematical and Theoretical, Vol. 55, no.12, p. 124002 (2022). doi:10.1088/1751-8121/ac52e2. http://hdl.handle.net/2078.1/278096
65. 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. http://hdl.handle.net/2078.1/257423
66. 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. http://hdl.handle.net/2078.1/271267
67. 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. http://hdl.handle.net/2078.1/250753
68. Schellekens, Vincent; Jacques, Laurent. Asymmetric Compressive Learning Guarantees With Applications to Quantized Sketches. In: IEEE Transactions on Signal Processing, Vol. 70, no.1, p. 1348-1360 (2022). doi:10.1109/tsp.2022.3157486. http://hdl.handle.net/2078.1/265613
69. 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). http://hdl.handle.net/2078.1/267732
70. Doikov, Nikita; Nesterov, Yurii. High-Order Optimization Methods for Fully Composite Problems. In: SIAM Journal on Optimization, Vol. 32, no.3, p. 2402-2427 (2022). doi:10.1137/21m1410063. http://hdl.handle.net/2078.1/269707
71. legat, Benoît; Jungers, Raphaël M. Geometric control of hybrid systems. In: Nonlinear Analysis: Hybrid Systems, Vol. 47, p. 101289 (2023). doi:10.1016/j.nahs.2022.101289. http://hdl.handle.net/2078.1/273544
72. Anikin, Anton; Gasnikov, Alexander; Gornov, Alexander; Kamzolov, Dmitry; Maximov, Yury; Nesterov, Yurii. Efficient numerical methods to solve sparse linear equations with application to PageRank. In: Optimization Methods and Software, Vol. 37, no. 3, p. 907-935 (2022). doi:10.1080/10556788.2020.1858297. http://hdl.handle.net/2078.1/254346
73. 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. http://hdl.handle.net/2078.1/260423
74. Debauche, Virginie; Della Rossa, Matteo; Jungers, Raphaël M. Comparison of Path-Complete Lyapunov Functions via Template-Dependent Lifts. In: Nonlinear Analysis: Hybrid Systems, (2022). http://hdl.handle.net/2078.1/260444
75. 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. http://hdl.handle.net/2078.1/238071
76. 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. http://hdl.handle.net/2078.1/261119
77. 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. http://hdl.handle.net/2078.1/269675
78. Gomez, Marco A.; Michiels, Wim; Jungers, Raphaël M.; Mattenet, Sébastien; De Iuliis, Vittorio. An improved finiteness test and a systematic procedure to compute the strong H2 norm of differential algebraic systems with multiple delays. In: Automatica, Vol. 144, no. 110495 (2022). doi:10.1016/j.automatica.2022.110495. http://hdl.handle.net/2078.1/260467
79. 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. http://hdl.handle.net/2078.1/297199
80. 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. http://hdl.handle.net/2078.1/271591
81. 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. http://hdl.handle.net/2078.1/250069
82. 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. http://hdl.handle.net/2078.1/273625
83. 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. http://hdl.handle.net/2078.1/257408
84. 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. http://hdl.handle.net/2078.1/257411
85. 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). http://hdl.handle.net/2078.1/244602
86. Berger, Guillaume; Jungers, Raphaël M. p-dominant switched linear systems. In: Automatica, Vol. 132, no.109801 (2021). doi:10.1016/j.automatica.2021.109801. http://hdl.handle.net/2078.1/255501
87. 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. http://hdl.handle.net/2078.1/243156
88. Berger, Guillaume; Absil, Pierre-Antoine; De Lathauwer, Lieven; Jungers, Raphaël M.; Van Barel, Marc. Equivalent polyadic decompositions of matrix multiplication tensors. In: Journal of Computational and Applied Mathematics, Vol. 406, p. 113941 (2022). doi:10.1016/j.cam.2021.113941. http://hdl.handle.net/2078.1/255502
89. 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. http://hdl.handle.net/2078.1/273649
90. 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. http://hdl.handle.net/2078.1/257406
91. 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). http://hdl.handle.net/2078.1/297224
92. 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. http://hdl.handle.net/2078.1/239892
93. 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. http://hdl.handle.net/2078.1/226080
94. 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. http://hdl.handle.net/2078.1/232150
95. 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. http://hdl.handle.net/2078.1/243508
96. 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. http://hdl.handle.net/2078.1/243512
97. 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. http://hdl.handle.net/2078.1/231262
98. 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). http://hdl.handle.net/2078.1/273567
99. 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. http://hdl.handle.net/2078.1/243510
100. 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. http://hdl.handle.net/2078.1/243507
101. 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. http://hdl.handle.net/2078.1/229374
102. 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. http://hdl.handle.net/2078.1/213380
103. 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. http://hdl.handle.net/2078.1/229372
104. 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. http://hdl.handle.net/2078.1/232178
105. 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. http://hdl.handle.net/2078.1/229373
106. 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. http://hdl.handle.net/2078.1/240462
107. 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. http://hdl.handle.net/2078.1/225020
Conference Papers
1. 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
2. Delogne, Rémi; Jacques, Laurent. Quadratic polynomial kernel approximation with asymmetric embeddings. In: International Workshop on Deep Learning and Kernel Machines (2024). 2024 xxx. http://hdl.handle.net/2078.1/285963
3. 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
4. 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
5. 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
6. Sechaud, Victor; Jacques, Laurent; Tachella, Julián. Equivariance-based self-supervised learning for audio signal recovery from clipped measurements. In: Proc of 32nd European Signal Processing Conference (EUSIPCO). Vol. 1, no.1, p. 852 (2024). 2024 xxx. http://hdl.handle.net/2078.1/292968
7. 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
8. 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
9. Loucheur, Benoît; Absil, Pierre-Antoine; Journée, Michel. Weather Data Imputation Using Graph-Based Low-Rank Matrix Completion with Variable Projection. In: Proceedings of BNAIC/BeNeLearn 2024, 2024, n/A, p. 1-16 xxx. http://hdl.handle.net/2078.1/294771
10. 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
11. 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
12. 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
13. 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
14. Mataigne, Simon; Johan Mathe; Sophia Sanborn; Christopher Hillar; Nina Miolane. The Selective G-Bispectrum and its Inversion: Applications to G-Invariant Networks. In: Advances in Neural Information Processing Systems 37 (NeurIPS 2024) (Advances in Neural Information Processing Systems), 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 xxx. http://hdl.handle.net/2078.1/300685
15. Vary, Simon; Daglayan Sevim, Hazan; Jacques, Laurent; Absil, Pierre-Antoine. Low-Rank Plus Sparse Trajectory Decomposition for Direct Exoplanet Imaging. In: "Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on". Vol. 1, no.1 (2023). IEEE, 2023 xxx. doi:10.1109/icassp49357.2023.10096197. http://hdl.handle.net/2078.1/276195
16. 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
17. Leblanc, Olivier; Hofer, Matthias; Sivankutty, Siddharth; Rigneault, Hervé; Jacques, Laurent. Interferometric single-pixel imaging with a multicore fiber. In: Proceedings of the First International Symposium on Computational Sensing (ISCS23). Vol. 1, no. 1 (2023). 2023 xxx. doi:10.48550/arXiv.2307.08562. http://hdl.handle.net/2078.1/276904
18. Daglayan Sevim, Hazan; Vary, Simon; Leplat, Valentin; Gillis, Nicolas; Absil, Pierre-Antoine. Direct Exoplanet Detection Using L1 Norm Low-Rank Approximation. In: Proceedings of BNAIC/BeNeLearn 2023. p. 1-13 (2023). arXiv, 2023 xxx. doi:10.48550/arXiv.2304.03619. http://hdl.handle.net/2078.1/281059
19. 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
20. 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
21. Daglayan Sevim, Hazan; Vary, Simon; Cantalloube, Faustine; Absil, Pierre-Antoine; Absil, Olivier. Likelihood ratio map for direct exoplanet detection. In: 2022 IEEE 5th International Conference on Image Processing Applications and Systems (IPAS), IEEE, 2023, 978-1-6654-6220-4, p. 1-5 xxx. doi:10.1109/ipas55744.2022.10052997. http://hdl.handle.net/2078.1/278880
22. Debauche, Virginie; Jungers, Raphaël M.. Formal Synthesis of Path-Complete Lyapunov Functions on Neural Templates. 2023 xxx. http://hdl.handle.net/2078.1/273552
23. Delogne, Rémi; Schellekens, Vincent; Daudet, Laurent; Jacques, Laurent. Signal Processing with Optical Quadratic Random Sketches. In: "Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on". Vol. 1, no.1 (2023). IEEE, 2023 xxx. doi:10.1109/icassp49357.2023.10096869. http://hdl.handle.net/2078.1/276198
24. 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. In: Lecture Notes in Computer Science : Geometric Science of Information, volume14071, Springer Nature Switzerland: Switzerland, 2023, 9783031382703, p. 484-493 xxx. doi:10.1007/978-3-031-38271-0_48. http://hdl.handle.net/2078.1/281060
25. 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
26. 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
27. 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
28. Loucheur, Benoît; Absil, Pierre-Antoine; Journée, Michel. Graph-Based Matrix Completion Applied to Weather Data. In: Proceedings of the 31st European Signal Processing Conference (EUSIPCO 2023). p. 1973-1977. In: arXiv, 2023 xxx. doi:10.48550/arXiv.2306.08627. http://hdl.handle.net/2078.1/277915
29. 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
30. 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
31. Jungers, Raphaël M.; Calbert, Julien; Neves Egidio, Lucas. Smart abstraction based on iterative ellipsoidal covering. 2023 xxx. http://hdl.handle.net/2078.1/288051
32. 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
33. Berger, Guillaume; Jungers, Raphaël M.; Wang, Zheming. Data-driven invariant subspace identification for black-box switched linear systems. 2022 xxx. doi:10.1109/CDC51059.2022.9993022. http://hdl.handle.net/2078.1/273455
34. Della Rossa, Matteo; Jungers, Raphaël M.. Almost sure Stability of Stochastic Switched Systems: Graph lifts-based Approach. In: 2022 IEEE 61st Conference on Decision and Control (CDC). Vol. 62. I E E E, 2022 xxx. doi:10.1109/cdc51059.2022.9993079. http://hdl.handle.net/2078.1/269023
35. Wang, Zheming; Jungers, Raphaël M.. Probabilistic guarantees on the objective value for the scenario approach via sensitivity analysis. In: 2022 IEEE 61st Conference on Decision and Control (CDC), I E E E, 2022, 978-1-6654-6762-9 xxx. doi:10.1109/cdc51059.2022.9993351. http://hdl.handle.net/2078.1/273441
36. Ren, Wei; Jungers, Raphaël M.; Vlahakis, Eleftherios; Athanasopoulos, Nikolaos. Optimal Resource Scheduling and Allocation in Distributed Computing Systems. In: 2021 American Control Conference, 2022, 2327-2332 xxx. doi:10.23919/ACC53348.2022.9867340. http://hdl.handle.net/2078.1/260442
37. Ren, Wei; Jungers, Raphaël M.. Reachability-based Control Synthesis under Signal Temporal Logic Specifications. In: American Control Conference. Proceedings. p. 2078-2083. In: 2022 American Control Conference, I E E E, 2022 xxx. doi:10.23919/ACC53348.2022.9867813. http://hdl.handle.net/2078.1/260448
38. Wang, Zheming; Jungers, Raphaël M.. Immersion-based model predictive control of constrained nonlinear systems: Polyflow approximation. In: 2021 European Control Conference (ECC). p. 1099-1104 (2021). IEEE Xplore, 2022 xxx. doi:10.23919/ecc54610.2021.9655233. http://hdl.handle.net/2078.1/273059
39. Delogne, Rémi; Schellekens, Vincent; Jacques, Laurent. ROP inception: signal estimation with quadratic random sketching. 2022 xxx. http://hdl.handle.net/2078.1/265617
40. Banse, Adrien; Wang, Zheming; Jungers, Raphaël M.. Black-box stability analysis of hybrid systems with sample-based multiple Lyapunov functions. 2022 xxx. http://hdl.handle.net/2078.1/267631
41. Leblanc, Olivier; Hofer, Matthias; Sivankutty, Siddharth; Rigneault, Hervé; Jacques, Laurent. An Interferometric view of Speckle Imaging. 2022 xxx. http://hdl.handle.net/2078.1/265610
42. Debauche, Virginie; Della Rossa, Matteo; Jungers, Raphaël M.. Necessary and Sufficient Conditions for Template-Dependent Ordering of Path-Complete Lyapunov Methods. In: HSCC '22: 25th ACM International Conference on Hybrid Systems: Computation and Control. (2022). Association for Computing Machinery, Inc. 2022 xxx. doi:10.1145/3501710.3519539. http://hdl.handle.net/2078.1/260437
43. Banse, Adrien; Wang, Zheming; Jungers, Raphaël M.. Learning stability guarantees for data-driven constrained switching linear systems. 2022 xxx. http://hdl.handle.net/2078.1/266919
44. Gao, Bin; Vary, Simon; Ablin, Pierre; Absil, Pierre-Antoine. Optimization flows landing on the Stiefel manifold. In: IFAC-PapersOnLine. Vol. 55, no.30, p. 25-30 (2022). Elsevier BV, 2022 xxx. doi:10.1016/j.ifacol.2022.11.023. http://hdl.handle.net/2078.1/267749
45. 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. 2022 xxx. http://hdl.handle.net/2078.1/269027
46. Banse, Adrien; Romao, Licio; Abate, Alessandro; Jungers, Raphaël M.. Data-driven memory-dependent abstractions of dynamical systems. 2022 xxx. http://hdl.handle.net/2078.1/273442
47. Banse, Adrien; Wang, Zheming; Jungers, Raphaël M.. Learning stability guarantees for data-driven constrained switching linear systems. 2022 xxx. http://hdl.handle.net/2078.1/258729
48. Rossa, Matteo Della; Wang, Zheming; Egidio, Lucas N.; Jungers, Raphael M.. Data-driven stability analysis of switched affine systems. In: 2021 60th IEEE Conference on Decision and Control (CDC). Vol. 60, no./, p. 3204-3209 (2021). 2021 xxx. doi:10.1109/cdc45484.2021.9682823. http://hdl.handle.net/2078.1/260306
49. Debauche, Virginie; Jungers, Raphaël M.. Comparison of Path-Complete Stability Criteria via Quantifier Elimination. 2021 xxx. http://hdl.handle.net/2078.1/260430
50. Berger, Guillaume; Jungers, Raphaël M.; Wang, Zheming. Chance-constrained quasi-convex optimization with application to data-driven switched systems control. In: Volume 144: Learning for Dynamics and Control, 7-8 June 2021, The Cloud. Vol. 144 (2021), p. 571-583 (2021). Proceedings of Machine Learning Research, 2021 xxx. doi:10.48550/arxiv.2101.01415. http://hdl.handle.net/2078.1/255503
51. Legat, Benoît; Bouchat, Jean; Jungers, Raphaël M.. Abstraction-based branch and bound approach to Q-learning for hybrid optimal control. In: Proceedings of Machine Learning Research. Vol. 144, p. 263-274 (2021). 2021 xxx. http://hdl.handle.net/2078.1/241584
52. Berger, Guillaume; Jungers, Raphaël M.. Complexity of the LTI system trajectory boundedness problem. In: 2021 IEEE Conference on Decision and Control (CDC). IEEE, 2021 xxx. http://hdl.handle.net/2078.1/255505
53. Kamri, Ahmed Yassine; Glineur, François; Hendrickx, Julien. On the minimal and maximal smooth convex interpolating functions. In: Book of Abstracts — Benelux Workshop on Systems and Control, Erjen Lefeber and Julien Hendrickx (Eds.), 2021, 978-94-6384-233-4, p. 76 xxx. http://hdl.handle.net/2078.1/258191
54. Ren, Wei. Razumikhin-type Control Lyapunov and Barrier Functions for Time-Delay Systems. In: 2021 60th IEEE Conference on Decision and Control (CDC), 2021, 978-1-6654-3659-5, p. 5471-5476 xxx. doi:10.1109/cdc45484.2021.9682928. http://hdl.handle.net/2078.1/260449
55. Sjoerd, Dirksen; Genzel, Martin; Jacques, Laurent; Stollenwerk, Alexander. The Separation Capacity of Random Neural Networks. 2021 xxx. http://hdl.handle.net/2078.1/265615
56. Ren, Wei; Jungers, Raphaël M.. Event-Triggered Tracking Control of Networked and Quantized Control Systems. In: 2021 European Control Conference (ECC), 2021, 978-9-4638-4236-5, p. 632-637 xxx. doi:10.23919/ecc54610.2021.9654945. http://hdl.handle.net/2078.1/260441
57. Ren, Wei; Calbert, Julien; Jungers, Raphaël M.. Zonotope-based Controller Synthesis for LTL Specifications. In: 2021 60th IEEE Conference on Decision and Control (CDC), 2021, 978-1-6654-3659-5, p. 580-585 xxx. doi:10.1109/cdc45484.2021.9683150. http://hdl.handle.net/2078.1/260438
58. Calbert, Julien; Legat, Benoit; Egidio, Lucas N.; Jungers, Raphael. Alternating Simulation on Hierarchical Abstractions. In: IEEE Conference on Decision and Control. Proceedings. p. 593-598 (2021). I E E E, 2021 xxx. doi:10.1109/cdc45484.2021.9683448. http://hdl.handle.net/2078.1/260302
59. Debauche, Virginie; Della Rossa, Matteo; Jungers, Raphaël M.. Template-Dependent Lifts for Path-Complete Stability Criteria and Application to Positive Switching Systems. In: IFAC Proceedings. Vol. 54, no.5, p. 151-156 (2021). Elsevier Ltd. * Books Division, 2021 xxx. doi:10.1016/j.ifacol.2021.08.490. http://hdl.handle.net/2078.1/260428
60. Wang, Zheming; Berger, Guillaume; Jungers, Raphaël M.. Data-driven feedback stabilization of switched linear systems with probabilistic stability guarantees. In: 2021 60th IEEE Conference on Decision and Control (CDC). In: Data-driven feedback stabilization of switched linear systems with probabilistic stability guarantees, IEEE: USA, 2021, 978-1-6654-3659-5 xxx. doi:10.1109/cdc45484.2021.9683233. http://hdl.handle.net/2078.1/260414
61. Hamaide, Valentin; Glineur, François. Transfer learning in Bayesian optimization for the calibration of a beam line in proton therapy. In: ESANN 2021 proceedings, 2021, 978287587082-7 xxx. doi:10.14428/esann/2021.ES2021-79. http://hdl.handle.net/2078.1/254712
62. Hautecoeur, Cécile; Glineur, François; De Lathauwer, Lieven. Hierarchical alternating nonlinear least squares for nonnegative matrix factorization using rational functions. In: 2021 29th European Signal Processing Conference (EUSIPCO), IEEE Xplore, 2021, 978-9-0827-9706-0 xxx. doi:10.23919/eusipco54536.2021.9615922. http://hdl.handle.net/2078.1/254704
63. 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. In: Proceedings of ICASSP 2021, Toronto, Ontario, Canada, 6-11 June 2021, 2021, 9781509066322 xxx. http://hdl.handle.net/2078.1/243178
64. Jungers, Raphaël M.. Control in the IoT: How to deal with various heterogeneous non-idealities?. In: Proceedings of the European Control Conference (ECC 20), I E E E, 2020, 978-1-7281-8813-3, p. 1559 xxx. doi:10.23919/ecc51009.2020.9143635. http://hdl.handle.net/2078.1/273568
65. Debauche, Virginie; Jungers, Raphaël M.. On Path-Complete Lyapunov Functions : comparison between a graph and its expansion. 2020 xxx. http://hdl.handle.net/2078.1/242844
66. Dewez, Julien; Glineur, François. Lower bounds on the nonnegative rank using a nested polytopes formulation. In: ESANN2020, 28th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, 2020, 978-2-87587-073-5 xxx. http://hdl.handle.net/2078.1/229853
Working Papers
1. Neves Egidio, Lucas; Alves Lima, Thiago; Jungers, Raphaël M.. State-feedback Abstractions for Optimal Control of Piecewise-affine Systems. 2022. xxx xxx. http://hdl.handle.net/2078.1/260425
2. Matteo Della Rossa; Lucas N. Egidio; Jungers, Raphaël M.. Stability of Switched Affine Systems: Arbitrary and Dwell-Time Switching. 2022. xxx xxx. http://hdl.handle.net/2078.1/260421
Books
1. Jungers, Raphaël M.; Athanasopoulos, Nikolaos. Safety Guarantees for Hybrid Systems. Springer, 2020. 978-1-4471-5102-9.pages. http://hdl.handle.net/2078.1/273572
2. Kande, Moctar; Jungers, Raphaël M.; Seck, Diaraf; Balde, Moussa. A Scalable Engineering Combination Therapies for Evolutionary Dynamic of Macrophages. Springer International Publishing, 2020. 978-3-030-57336-2. 201-229 pages. http://hdl.handle.net/2078.1/297226