Publications
Journals and conferences
- GB, Sriram Sankaranarayanan, Template-based piecewise affine regression, 2022 [preprint]. pdf
- GB, Sriram Sankaranarayanan, Counterexample-guided computation of polyhedral Lyapunov functions for hybrid systems, 2022 [preprint]. pdf
- GB, Sriram Sankaranarayanan, Learning fixed-complexity polyhedral Lyapunov functions from counterexamples, to appear in Proceedings of 2022 61st Conference on Decision and Control, 2022. arXiv pdf
- GB, Raphaël M. Jungers, Zheming Wang, Data-driven invariant subspace identification for black-box switched linear systems, to appear in Proceedings of 2022 61st Conference on Decision and Control, 2022. arXiv pdf
- GB, Zheming Wang, Comments on “Data-driven feedback stabilization of switched linear systems with probabilistic stability guarantees”, Automatica, vol. 142, 1104125, 2022. link pdf
- GB, P.-A. Absil, Lieven De Lathauwer, Raphaël M. Jungers, Marc Van Barel, Equivalent polyadic decompositions of matrix multiplication tensors, Journal of Computational and Applied Mathematics, vol. 406, 113941, 2022. link arXiv pdf
- GB, Raphaël M. Jungers, Complexity of the LTI system trajectory boundedness problem, Proceedings of 2021 60th Conference on Decision and Control, pp. 1832-1837, 2021. link arXiv pdf
- Zheming Wang, GB, Raphaël M. Jungers, Data-driven feedback stabilization of switched linear systems with probabilistic stability guarantees, Proceedings of 2021 60th Conference on Decision and Control, pp. 4400-4405, 2021. link arXiv
- GB, Raphaël M. Jungers, \(p\)-dominant switched linear systems, Automatica, vol. 132, 109801, 2021. link pdf
- GB, Maben Rabi, Bounds on set exit times of affine systems, using Linear Matrix Inequalities, IFAC-PapersOnLine, vol. 54, no. 5, pp. 283-288, 2021. link arXiv pdf
- GB, Raphaël M. Jungers, Zheming Wang, Chance-constrained quasi-convex optimization with application to data-driven switched systems control, Proceedings of 2021 3rd Annual Learning for Dynamics & Control Conference, PMLR, vol. 144, pp. 571-583, 2021. link arXiv pdf
- GB, Raphaël M. Jungers, Quantized stabilization of continuous-time switched linear systems, IEEE Control Systems Letters, vol. 5, no. 1, pp. 319-324, 2021. link pdf
- GB, Raphaël M. Jungers, Finite data-rate feedback stabilization of continuous-time switched linear systems with unknown switching signal, Proceedings of 2020 59th Conference on Decision and Control, pp. 3823-3828, 2020. link arXiv pdf
- GB, Raphaël M. Jungers, Topological entropy and minimal data rate for state observation of LTV systems, IFAC-PapersOnLine, vol. 53, no. 2, pp. 3060-3065, 2020. link pdf
- GB, P.-A. Absil, Raphaël M. Jungers, Yurii Nesterov, On the quality of first-order approximation of functions with Hölder continuous gradient, Journal of Optimization Theory and Applications, vol. 185, pp. 17-33, 2020. link arXiv pdf
- GB, Raphaël M. Jungers, Worst-case topological entropy and minimal data rate for state observation of switched linear systems, Proceedings of 2020 23rd ACM International Conference on Hybrid Systems: Computation and Control, pp. 1-11, 2020. link pdf --- Received the ACM SIGBED HSCC Best Paper Award and was selected for publication in CACM Research Highlights ---
- GB, Raphaël M. Jungers, Formal methods for computing hyperbolic invariant sets for nonlinear systems, IEEE Control Systems Letters, vol. 4, no. 1, pp. 235-240, 2020. link pdf
- GB, Raphaël M. Jungers, A converse Lyapunov theorem for \(p\)-dominant switched linear systems, Proceedings of 2019 18th IEEE European Control Conference, pp. 1263-1268, 2019. link pdf
- GB, Fulvio Forni, Raphaël M. Jungers, Path-complete \(p\)-dominant switching linear systems, Proceedings of 2018 57th IEEE Conference on Decision and Control, pp. 6446-645, 2018. link arXiv pdf
Posters
- GB, Raphaël M. Jungers, Formal methods for computing hyperbolic invariant sets for nonlinear systems, 2019 22nd ACM International Conference on Hybrid Systems: Computation and Control, 2019. pdf
Ph.D. thesis
- GB, Dominated splitting and quantization of hybrid systems: towards efficient control of cyber-physical systems and networked control systems, UCLouvain, 2021. link pdf
Master's thesis
- GB, Fast matrix multiplication, UCLouvain, 2017. link pdf