Guillaume O. Berger

According to our database, Guillaume O. Berger authored at least 32 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Synthesizing Min-Max Control Barrier Functions For Switched Affine Systems.

Sara Kamali, Guillaume O. Berger, Sriram Sankaranarayanan

CoRR, June, 2025

PAC Learnability of Scenario Decision-Making Algorithms: Necessary and Sufficient Conditions.

Guillaume O. Berger, Raphaël M. Jungers

CoRR, January, 2025

Improved Compression Bounds for Scenario Decision Making.

Guillaume O. Berger, Raphaël M. Jungers

CoRR, January, 2025

PAC Learnability of Scenario Decision-Making Algorithms: Necessary Conditions and Sufficient Conditions.

Guillaume O. Berger, Raphaël M. Jungers

IEEE Control. Syst. Lett., 2025

2024

Data-Driven Control of Unknown Switched Linear Systems Using Scenario Optimization.

Zheming Wang, Guillaume O. Berger, Raphaël M. Jungers

IEEE Trans. Autom. Control., November, 2024

Template-based piecewise affine regression.

Guillaume O. Berger, Sriram Sankaranarayanan

Res. Dir. Cyber Phys. Syst., 2024

Algorithms for Identifying Flagged and Guarded Linear Systems.

Guillaume O. Berger, Monal Narasimhamurthy, Sriram Sankaranarayanan

Proceedings of the 27th ACM International Conference on Hybrid Systems: Computation and Control, 2024

Cone-Based Abstract Interpretation for Nonlinear Positive Invariant Synthesis.

Guillaume O. Berger, Masoumeh Ghanbarpour, Sriram Sankaranarayanan

Proceedings of the 27th ACM International Conference on Hybrid Systems: Computation and Control, 2024

Data-Driven Stability Analysis of Switched Linear Systems Using Adaptive Sampling.

Alexis Vuille, Guillaume O. Berger, Raphaël M. Jungers

Proceedings of the 8th IFAC Conference on Analysis and Design of Hybrid Systems, 2024

2023

Counterexample-guided computation of polyhedral Lyapunov functions for piecewise linear systems.

Guillaume O. Berger, Sriram Sankaranarayanan

Autom., September, 2023

2022

Equivalent polyadic decompositions of matrix multiplication tensors.

Guillaume O. Berger, Pierre-Antoine Absil, Lieven De Lathauwer, Raphaël M. Jungers, Marc Van Barel

J. Comput. Appl. Math., 2022

Counterexample-guided computation of polyhedral Lyapunov functions for hybrid systems.

Guillaume O. Berger, Sriram Sankaranarayanan

CoRR, 2022

Worst-case topological entropy and minimal data rate for state estimation of switched linear systems.

Guillaume O. Berger, Raphaël M. Jungers

Commun. ACM, 2022

Comments on "Data driven stability analysis of black-box switched linear systems" [Automatica 109 (2019) 108533].

Guillaume O. Berger, Zheming Wang

Autom., 2022

An Algorithm for Learning Switched Linear Dynamics from Data.

Guillaume O. Berger, Monal Narasimhamurthy, Kandai Watanabe, Morteza Lahijanian, Sriram Sankaranarayanan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Verified Path Following Using Neural Control Lyapunov Functions.

Alec Reed, Guillaume O. Berger, Sriram Sankaranarayanan, Christoffer Heckman

Proceedings of the Conference on Robot Learning, 2022

Data-driven invariant subspace identification for black-box switched linear systems.

Guillaume O. Berger, Raphaël M. Jungers, Zheming Wang

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Learning fixed-complexity polyhedral Lyapunov functions from counterexamples.

Guillaume O. Berger, Sriram Sankaranarayanan

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Dominated splitting and quantization of hybrid systems: towards efficient control of cyber-physical systems and networked control systems.

Guillaume O. Berger

PhD thesis, 2021

Quantized Stabilization of Continuous-Time Switched Linear Systems.

Guillaume O. Berger, Raphaël M. Jungers

IEEE Control. Syst. Lett., 2021

p-dominant switched linear systems.

Guillaume O. Berger, Raphaël M. Jungers

Autom., 2021

Chance-constrained quasi-convex optimization with application to data-driven switched systems control.

Guillaume O. Berger, Raphaël M. Jungers, Zheming Wang

Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

Data-driven feedback stabilization of switched linear systems with probabilistic stability guarantees.

Zheming Wang, Guillaume O. Berger, Raphaël M. Jungers

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Complexity of the LTI system trajectory boundedness problem.

Guillaume O. Berger, Raphaël M. Jungers

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Bounds on set exit times of affine systems, using Linear Matrix Inequalities.

Guillaume O. Berger, Maben Rabi

Proceedings of the 7th IFAC Conference on Analysis and Design of Hybrid Systems, 2021

2020

On the Quality of First-Order Approximation of Functions with Hölder Continuous Gradient.

Guillaume O. Berger, Pierre-Antoine Absil, Raphaël M. Jungers, Yurii E. Nesterov

J. Optim. Theory Appl., 2020

Formal Methods for Computing Hyperbolic Invariant Sets for Nonlinear Systems.

Guillaume O. Berger, Raphaël M. Jungers

IEEE Control. Syst. Lett., 2020

Worst-case topological entropy and minimal data rate for state observation of switched linear systems.

Guillaume O. Berger, Raphaël M. Jungers

Proceedings of the HSCC '20: 23rd ACM International Conference on Hybrid Systems: Computation and Control, 2020

Finite Data-Rate Feedback Stabilization of Continuous-Time Switched Linear Systems with Unknown Switching Signal.

Guillaume O. Berger, Raphaël M. Jungers

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

Formal methods for computing hyperbolic invariant sets for nonlinear systems: poster abstract.

Guillaume O. Berger, Raphaël M. Jungers

Proceedings of the 22nd ACM International Conference on Hybrid Systems: Computation and Control, 2019

A Converse Lyapunov Theorem for p-dominant Switched Linear Systems.

Guillaume O. Berger, Raphaël M. Jungers

Proceedings of the 17th European Control Conference, 2019

2018

Path-Complete p-Dominant Switching Linear Systems.

Guillaume O. Berger, Fulvio Forni, Raphaël M. Jungers

Proceedings of the 57th IEEE Conference on Decision and Control, 2018