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Guillaume O. Berger
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Citado por
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Año
Chance-constrained quasi-convex optimization with application to data-driven switched systems control
GO Berger, RM Jungers, Z Wang
Learning for Dynamics and Control, 571-583, 2021
212021
Worst-case topological entropy and minimal data rate for state observation of switched linear systems
GO Berger, RM Jungers
Proceedings of the 23rd international conference on hybrid systems …, 2020
122020
Equivalent polyadic decompositions of matrix multiplication tensors
GO Berger, PA Absil, L De Lathauwer, RM Jungers, M Van Barel
Journal of Computational and Applied Mathematics 406, 113941, 2022
102022
Quantized stabilization of continuous-time switched linear systems
GO Berger, RM Jungers
IEEE Control Systems Letters 5 (1), 319-324, 2020
82020
On the quality of first-order approximation of functions with hölder continuous gradient
GO Berger, PA Absil, RM Jungers, Y Nesterov
Journal of Optimization Theory and Applications 185, 17-33, 2020
82020
Path-complete -dominant switching linear systems
GO Berger, F Forni, RM Jungers
2018 IEEE Conference on Decision and Control (CDC), 6446-6451, 2018
72018
Data-driven feedback stabilization of switched linear systems with probabilistic stability guarantees
Z Wang, GO Berger, RM Jungers
2021 60th IEEE Conference on Decision and Control (CDC), 4400-4405, 2021
62021
Learning fixed-complexity polyhedral Lyapunov functions from counterexamples
GO Berger, S Sankaranarayanan
2022 IEEE 61st Conference on Decision and Control (CDC), 3250-3255, 2022
52022
A converse Lyapunov theorem for p-dominant switched linear systems
GO Berger, RM Jungers
2019 18th European control conference (ECC), 1263-1268, 2019
52019
Counterexample-guided computation of polyhedral Lyapunov functions for piecewise linear systems
GO Berger, S Sankaranarayanan
Automatica 155, 111165, 2023
42023
Verified path following using neural control lyapunov functions
A Reed, GO Berger, S Sankaranarayanan, C Heckman
Conference on Robot Learning, 1949-1958, 2023
42023
Data-driven invariant subspace identification for black-box switched linear systems
GO Berger, RM Jungers, Z Wang
2022 IEEE 61st Conference on Decision and Control (CDC), 32-37, 2022
42022
Finite data-rate feedback stabilization of continuous-time switched linear systems with unknown switching signal
GO Berger, RM Jungers
2020 59th IEEE Conference on Decision and Control (CDC), 3823-3828, 2020
42020
Bounds on set exit times of affine systems, using Linear Matrix Inequalities
GO Berger, M Rabi
IFAC-PapersOnLine 54 (5), 283-288, 2021
32021
Topological entropy and minimal data rate for state observation of LTV systems
GO Berger, RM Jungers
IFAC-PapersOnLine 53 (2), 3060-3065, 2020
32020
Formal Methods for Computing Hyperbolic Invariant Sets for Nonlinear Systems
GO Berger, RM Jungers
IEEE Control Systems Letters 4 (1), 235-240, 2019
32019
Comments on “Data driven stability analysis of black-box switched linear systems”[Automatica 109 (2019) 108533]
GO Berger, Z Wang
Automatica 142, 110412, 2022
22022
Counterexample-guided computation of polyhedral Lyapunov functions for hybrid systems
GO Berger, S Sankaranarayanan
arXiv preprint arXiv:2206.11176, 2022
22022
p-dominant switched linear systems
GO Berger, RM Jungers
Automatica 132, 109801, 2021
22021
Data-driven control of unknown switched linear systems using scenario optimization
Z Wang, GO Berger, RM Jungers
IEEE Transactions on Automatic Control, 2024
12024
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