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Guillaume O. Berger

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affiliation: University of Colorado Boulder, CO, USA
affiliation (Ph.D.): Université Catholique of Louvain, Belgium

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Journal Articles

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2023
[j8]
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  - journals/automatica/BergerS23
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Guillaume O. Berger, Sriram Sankaranarayanan:
Counterexample-guided computation of polyhedral Lyapunov functions for piecewise linear systems. Autom. 155: 111165 (2023)
2022
[j7]
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Guillaume O. Berger, Zheming Wang:
Comments on "Data driven stability analysis of black-box switched linear systems" [Automatica 109 (2019) 108533]. Autom. 142: 110412 (2022)
[j6]
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Guillaume O. Berger, Raphaël M. Jungers:
Worst-case topological entropy and minimal data rate for state estimation of switched linear systems. Commun. ACM 65(2): 111-118 (2022)
[j5]
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Guillaume O. Berger, Pierre-Antoine Absil, Lieven De Lathauwer, Raphaël M. Jungers, Marc Van Barel:
Equivalent polyadic decompositions of matrix multiplication tensors. J. Comput. Appl. Math. 406: 113941 (2022)
2021
[j4]
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Guillaume O. Berger, Raphaël M. Jungers:
p-dominant switched linear systems. Autom. 132: 109801 (2021)
[j3]
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Guillaume O. Berger, Raphaël M. Jungers:
Quantized Stabilization of Continuous-Time Switched Linear Systems. IEEE Control. Syst. Lett. 5(1): 319-324 (2021)
2020
[j2]
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Guillaume O. Berger, Raphaël M. Jungers:
Formal Methods for Computing Hyperbolic Invariant Sets for Nonlinear Systems. IEEE Control. Syst. Lett. 4(1): 235-240 (2020)
[j1]
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  - journals/jota/BergerAJN20
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Guillaume O. Berger, Pierre-Antoine Absil, Raphaël M. Jungers, Yurii E. Nesterov:
On the Quality of First-Order Approximation of Functions with Hölder Continuous Gradient. J. Optim. Theory Appl. 185(1): 17-33 (2020)

Conference and Workshop Papers

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2024
[c16]
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Guillaume O. Berger, Masoumeh Ghanbarpour, Sriram Sankaranarayanan:
Cone-Based Abstract Interpretation for Nonlinear Positive Invariant Synthesis. HSCC 2024: 12:1-12:16
[c15]
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Guillaume O. Berger, Monal Narasimhamurthy, Sriram Sankaranarayanan:
Algorithms for Identifying Flagged and Guarded Linear Systems. HSCC 2024: 15:1-15:13
2023
[c14]
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  - conf/l4dc/Berger023
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Guillaume O. Berger, Sriram Sankaranarayanan:
Template-Based Piecewise Affine Regression. L4DC 2023: 509-520
2022
[c13]
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  - conf/cdc/BergerJW22
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Guillaume O. Berger, Raphaël M. Jungers, Zheming Wang:
Data-driven invariant subspace identification for black-box switched linear systems. CDC 2022: 32-37
[c12]
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Guillaume O. Berger, Sriram Sankaranarayanan:
Learning fixed-complexity polyhedral Lyapunov functions from counterexamples. CDC 2022: 3250-3255
[c11]
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  - conf/corl/ReedB0H22
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Alec Reed, Guillaume O. Berger, Sriram Sankaranarayanan, Christoffer Heckman:
Verified Path Following Using Neural Control Lyapunov Functions. CoRL 2022: 1949-1958
[c10]
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Guillaume O. Berger, Monal Narasimhamurthy, Kandai Watanabe, Morteza Lahijanian, Sriram Sankaranarayanan:
An Algorithm for Learning Switched Linear Dynamics from Data. NeurIPS 2022
2021
[c9]
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  - conf/adhs/BergerR21
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Guillaume O. Berger, Maben Rabi:
Bounds on set exit times of affine systems, using Linear Matrix Inequalities. ADHS 2021: 283-288
[c8]
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Guillaume O. Berger, Raphaël M. Jungers:
Complexity of the LTI system trajectory boundedness problem. CDC 2021: 1832-1837
[c7]
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Zheming Wang, Guillaume O. Berger, Raphaël M. Jungers:
Data-driven feedback stabilization of switched linear systems with probabilistic stability guarantees. CDC 2021: 4400-4405
[c6]
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Guillaume O. Berger, Raphaël M. Jungers, Zheming Wang:
Chance-constrained quasi-convex optimization with application to data-driven switched systems control. L4DC 2021: 571-583
2020
[c5]
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Guillaume O. Berger, Raphaël M. Jungers:
Finite Data-Rate Feedback Stabilization of Continuous-Time Switched Linear Systems with Unknown Switching Signal. CDC 2020: 3823-3828
[c4]
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Guillaume O. Berger, Raphaël M. Jungers:
Worst-case topological entropy and minimal data rate for state observation of switched linear systems. HSCC 2020: 4:1-4:11
2019
[c3]
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  - conf/eucc/BergerJ19
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Guillaume O. Berger, Raphaël M. Jungers:
A Converse Lyapunov Theorem for p-dominant Switched Linear Systems. ECC 2019: 1263-1268
[c2]
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Guillaume O. Berger, Raphaël M. Jungers:
Formal methods for computing hyperbolic invariant sets for nonlinear systems: poster abstract. HSCC 2019: 260-261
2018
[c1]
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Guillaume O. Berger, Fulvio Forni, Raphaël M. Jungers:
Path-Complete p-Dominant Switching Linear Systems. CDC 2018: 6446-6451

Informal and Other Publications

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2023
[i7]
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  - journals/corr/abs-2305-08686
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Guillaume O. Berger, Sriram Sankaranarayanan:
Template-Based Piecewise Affine Regression. CoRR abs/2305.08686 (2023)
2022
[i6]
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  - journals/corr/abs-2204-06693
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Guillaume O. Berger, Sriram Sankaranarayanan:
Learning fixed-complexity polyhedral Lyapunov functions from counterexamples. CoRR abs/2204.06693 (2022)
[i5]
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  - journals/corr/abs-2206-11176
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Guillaume O. Berger, Sriram Sankaranarayanan:
Counterexample-guided computation of polyhedral Lyapunov functions for hybrid systems. CoRR abs/2206.11176 (2022)
[i4]
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  - journals/corr/abs-2209-05320
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Guillaume O. Berger, Raphaël M. Jungers, Zheming Wang:
Data-driven invariant subspace identification for black-box switched linear systems. CoRR abs/2209.05320 (2022)
2021
[i3]
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  - journals/corr/abs-2101-01415
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Guillaume O. Berger, Raphaël M. Jungers, Zheming Wang:
Chance-constrained quasi-convex optimization with application to data-driven switched systems control. CoRR abs/2101.01415 (2021)
[i2]
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  - journals/corr/abs-2108-00728
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Guillaume O. Berger, Raphaël M. Jungers:
Complexity of the LTI system trajectory boundedness problem. CoRR abs/2108.00728 (2021)
2019
[i1]
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  - journals/corr/abs-1902-03950
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Guillaume O. Berger, Pierre-Antoine Absil, Lieven De Lathauwer, Raphaël M. Jungers, Marc Van Barel:
Equivalent Polyadic Decompositions of Matrix Multiplication Tensors. CoRR abs/1902.03950 (2019)

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