All applied math publications
icteam | Louvain-la-Neuve
MATH publications
Journal Articles
1. 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
2. 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
3. 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
4. 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
5. 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
6. 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
7. 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
8. 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
9. 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
10. 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
11. Nabou, Yassine; Glineur, François; Necoara, Ion. Proximal gradient methods with inexact oracle of degree q for composite optimization. In: Optimization Letters, (2024). doi:10.1007/s11590-024-02118-9. http://hdl.handle.net/2078.1/293801
12. 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
13. 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
14. 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
15. 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
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. 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
18. 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
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. 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
21. 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
22. 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
23. 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
24. de Walque, Jean-Marc; de Terwangne, Christophe; Jungers, Raphaël M.; Pierard, Sophie; Beauloye, Christophe; Laarbaui, Fatima; Dechamps, Melanie; 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 (2024). doi:10.1186/s12890-023-02836-3. http://hdl.handle.net/2078.1/297033
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. 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
29. 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
30. 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
31. 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
32. 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
33. 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
34. 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
35. 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
36. 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
37. 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
38. 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
39. 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
40. 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
41. 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
42. 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
43. 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
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. 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
46. 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
47. 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
48. 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
49. Pinon, Brieuc; Jungers, Raphaël M.; Delvenne, Jean-Charles. Efficiency Separation between RL Methods: Model-Free, Model-Based and Goal-Conditioned. In: arXiv preprint, (2023). doi:10.48550/arXiv.2309.16291. http://hdl.handle.net/2078.1/297039
50. 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
51. 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
52. 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
53. 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
54. 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
55. 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
56. 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
57. 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
58. 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
59. 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
60. 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
61. 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
62. 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
63. 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
64. 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
65. 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
66. 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
67. 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
68. 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
69. 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
70. 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
71. 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
72. 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
73. 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
74. 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
75. 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
76. 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
77. 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
78. 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
79. 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
80. 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
81. 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
82. 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
83. 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
84. 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
85. 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
86. 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
87. 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
88. 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
89. 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
90. 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
91. 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
92. 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
93. 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
94. 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
95. 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
96. 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
97. 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
98. 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
99. 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
100. 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
101. 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
102. 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. 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
9. 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
10. 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
11. 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
12. 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
13. 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
14. 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
15. 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
16. 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
17. 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
18. 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
19. 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
20. 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
21. Debauche, Virginie; Jungers, Raphaël M.. Formal Synthesis of Path-Complete Lyapunov Functions on Neural Templates. 2023 xxx. http://hdl.handle.net/2078.1/273552
22. 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
23. 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
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. 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
26. 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
27. 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
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. 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
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. 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
33. 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
34. 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
35. 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
36. 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
37. 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
38. Delogne, Rémi; Schellekens, Vincent; Jacques, Laurent. ROP inception: signal estimation with quadratic random sketching. 2022 xxx. http://hdl.handle.net/2078.1/265617
39. 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
40. 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
41. 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
42. 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
43. 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
44. 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
45. 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
46. 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
47. 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
48. Debauche, Virginie; Jungers, Raphaël M.. Comparison of Path-Complete Stability Criteria via Quantifier Elimination. 2021 xxx. http://hdl.handle.net/2078.1/260430
49. 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
50. 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
51. 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
52. 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
53. 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
54. Sjoerd, Dirksen; Genzel, Martin; Jacques, Laurent; Stollenwerk, Alexander. The Separation Capacity of Random Neural Networks. 2021 xxx. http://hdl.handle.net/2078.1/265615
55. 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
56. 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
57. 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
58. 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
59. 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
60. 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
61. 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
62. 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
63. 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
64. 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
65. 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