Guillaume O. Berger

45 papers A* 1Misc 1Journal 24Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Path-Complete Approach for Optimal Control of Switched Systems.
CoRR
Léa Ninite, Adrien Banse, Guillaume O. Berger, Raphaël M. Jungers
2026 J jnl
The Internal Growth Function: A More General PAC Framework for Scenario Decision Making.
Trans. Mach. Learn. Res.
Guillaume O. Berger, Raphaël M. Jungers
2025 — conf
A Stochastic-Optimization-Based Adaptive-Sampling Scheme for Data-Driven Stability Analysis of Switched Linear Systems.
CDC
Alexis Vuille, Guillaume O. Berger, Raphaël M. Jungers
2025 — conf
Controlled Supermartingale Functions for Stochastic Differential Equations: Inference and Applications.
CDC
Masoumeh Ghanbarpour, Guillaume O. Berger, Sriram Sankaranarayanan
2025 J jnl
Improved Compression Bounds for Scenario Decision Making.
CoRR
Guillaume O. Berger, Raphaël M. Jungers
2025 — conf
Online Complexity Estimation for Repetitive Scenario Design.
CDC
Guillaume O. Berger, Raphaël M. Jungers
2025 J jnl
Online Complexity Estimation for Repetitive Scenario Design.
CoRR
Guillaume O. Berger, Raphaël M. Jungers
2025 J jnl
PAC Learnability of Scenario Decision-Making Algorithms: Necessary Conditions and Sufficient Conditions.
IEEE Control. Syst. Lett.
Guillaume O. Berger, Raphaël M. Jungers
2025 J jnl
PAC Learnability of Scenario Decision-Making Algorithms: Necessary and Sufficient Conditions.
CoRR
Guillaume O. Berger, Raphaël M. Jungers
2025 J jnl
Synthesizing Min-Max Control Barrier Functions For Switched Affine Systems.
CoRR
Sara Kamali, Guillaume O. Berger, Sriram Sankaranarayanan
2024 — conf
Algorithms for Identifying Flagged and Guarded Linear Systems.
HSCC
Guillaume O. Berger, Monal Narasimhamurthy, Sriram Sankaranarayanan
2024 — conf
Cone-Based Abstract Interpretation for Nonlinear Positive Invariant Synthesis.
HSCC
Guillaume O. Berger, Masoumeh Ghanbarpour, Sriram Sankaranarayanan
2024 J jnl
Data-Driven Control of Unknown Switched Linear Systems Using Scenario Optimization.
IEEE Trans. Autom. Control.
Zheming Wang, Guillaume O. Berger, Raphaël M. Jungers
2024 — conf
Data-Driven Stability Analysis of Switched Linear Systems Using Adaptive Sampling.
ADHS
Alexis Vuille, Guillaume O. Berger, Raphaël M. Jungers
2024 J jnl
Template-based piecewise affine regression.
Res. Dir. Cyber Phys. Syst.
Guillaume O. Berger, Sriram Sankaranarayanan
2023 J jnl
Counterexample-guided computation of polyhedral Lyapunov functions for piecewise linear systems.
Autom.
Guillaume O. Berger, Sriram Sankaranarayanan
2023 — conf
Template-Based Piecewise Affine Regression.
L4DC
Guillaume O. Berger, Sriram Sankaranarayanan
2023 J jnl
Template-Based Piecewise Affine Regression.
CoRR
Guillaume O. Berger, Sriram Sankaranarayanan
2022 A* conf
An Algorithm for Learning Switched Linear Dynamics from Data.
NeurIPS
Guillaume O. Berger, Monal Narasimhamurthy, Kandai Watanabe, Morteza Lahijanian, Sriram Sankaranarayanan
2022 J jnl
Comments on "Data driven stability analysis of black-box switched linear systems" [Automatica 109 (2019) 108533].
Autom.
Guillaume O. Berger, Zheming Wang
2022 J jnl
Counterexample-guided computation of polyhedral Lyapunov functions for hybrid systems.
CoRR
Guillaume O. Berger, Sriram Sankaranarayanan
2022 — conf
Data-driven invariant subspace identification for black-box switched linear systems.
CDC
Guillaume O. Berger, Raphaël M. Jungers, Zheming Wang
2022 J jnl
Data-driven invariant subspace identification for black-box switched linear systems.
CoRR
Guillaume O. Berger, Raphaël M. Jungers, Zheming Wang
2022 J jnl
Equivalent polyadic decompositions of matrix multiplication tensors.
J. Comput. Appl. Math.
Guillaume O. Berger, Pierre-Antoine Absil, Lieven De Lathauwer, Raphaël M. Jungers, Marc Van Barel
2022 — conf
Learning fixed-complexity polyhedral Lyapunov functions from counterexamples.
CDC
Guillaume O. Berger, Sriram Sankaranarayanan
2022 J jnl
Learning fixed-complexity polyhedral Lyapunov functions from counterexamples.
CoRR
Guillaume O. Berger, Sriram Sankaranarayanan
2022 Misc conf
Verified Path Following Using Neural Control Lyapunov Functions.
CoRL
Alec Reed, Guillaume O. Berger, Sriram Sankaranarayanan, Christoffer Heckman
2022 J jnl
Worst-case topological entropy and minimal data rate for state estimation of switched linear systems.
Commun. ACM
Guillaume O. Berger, Raphaël M. Jungers
2021 — conf
Bounds on set exit times of affine systems, using Linear Matrix Inequalities.
ADHS
Guillaume O. Berger, Maben Rabi
2021 — conf
Chance-constrained quasi-convex optimization with application to data-driven switched systems control.
L4DC
Guillaume O. Berger, Raphaël M. Jungers, Zheming Wang
2021 J jnl
Chance-constrained quasi-convex optimization with application to data-driven switched systems control.
CoRR
Guillaume O. Berger, Raphaël M. Jungers, Zheming Wang
2021 — conf
Complexity of the LTI system trajectory boundedness problem.
CDC
Guillaume O. Berger, Raphaël M. Jungers
2021 J jnl
Complexity of the LTI system trajectory boundedness problem.
CoRR
Guillaume O. Berger, Raphaël M. Jungers
2021 — conf
Data-driven feedback stabilization of switched linear systems with probabilistic stability guarantees.
CDC
Zheming Wang, Guillaume O. Berger, Raphaël M. Jungers
2021 — —
Dominated splitting and quantization of hybrid systems: towards efficient control of cyber-physical systems and networked control systems.
Guillaume O. Berger
2021 J jnl
Quantized Stabilization of Continuous-Time Switched Linear Systems.
IEEE Control. Syst. Lett.
Guillaume O. Berger, Raphaël M. Jungers
2021 J jnl
p-dominant switched linear systems.
Autom.
Guillaume O. Berger, Raphaël M. Jungers
2020 — conf
Finite Data-Rate Feedback Stabilization of Continuous-Time Switched Linear Systems with Unknown Switching Signal.
CDC
Guillaume O. Berger, Raphaël M. Jungers
2020 J jnl
Formal Methods for Computing Hyperbolic Invariant Sets for Nonlinear Systems.
IEEE Control. Syst. Lett.
Guillaume O. Berger, Raphaël M. Jungers
2020 J jnl
On the Quality of First-Order Approximation of Functions with Hölder Continuous Gradient.
J. Optim. Theory Appl.
Guillaume O. Berger, Pierre-Antoine Absil, Raphaël M. Jungers, Yurii E. Nesterov
2020 — conf
Worst-case topological entropy and minimal data rate for state observation of switched linear systems.
HSCC
Guillaume O. Berger, Raphaël M. Jungers
2019 — conf
A Converse Lyapunov Theorem for p-dominant Switched Linear Systems.
ECC
Guillaume O. Berger, Raphaël M. Jungers
2019 J jnl
Equivalent Polyadic Decompositions of Matrix Multiplication Tensors.
CoRR
Guillaume O. Berger, Pierre-Antoine Absil, Lieven De Lathauwer, Raphaël M. Jungers, Marc Van Barel
2019 — conf
Formal methods for computing hyperbolic invariant sets for nonlinear systems: poster abstract.
HSCC
Guillaume O. Berger, Raphaël M. Jungers
2018 — conf
Path-Complete p-Dominant Switching Linear Systems.
CDC
Guillaume O. Berger, Fulvio Forni, Raphaël M. Jungers