Eloïse Berthier

Publications

Article dans une revue (2)

CLIP-QDA: An Explainable Concept Bottleneck Model Rémi Kazmierczak,Eloïse Berthier,Goran Frehse,Gianni Franchi Transactions on Machine Learning Research Journal, 2024 Article dans une revue hal-04605490v1
Max-Plus Linear Approximations for Deterministic Continuous-State Markov Decision Processes Eloïse Berthier,Francis Bach IEEE Control Systems Letters, 2020, 4 (3), pp.767-772. ⟨10.1109/LCSYS.2020.2973199⟩ Article dans une revue hal-02617479v1

Communication dans un congrès (5)

Time-Varying Gaussian Process Bandit Optimization with Experts: No-Regret in Logarithmically-Many Side Queries Eliabelle Mauduit,Eloïse Berthier,Andrea Simonetto Machine Learning and Knowledge Discovery in Databases. Research Track. ECML PKDD 2025, Sep 2025, Porto, Portugal. pp.164-182, ⟨10.1007/978-3-032-06096-9_10⟩ Communication dans un congrès hal-05329399v1
On double descent in reinforcement learning with LSTD and random features David Brellmann,Eloïse Berthier,David Filliat,Goran Frehse ICLR 2024 - The Twelfth International Conference on Learning Representations, May 2024, Vienna, Austria Communication dans un congrès hal-04628067v1
Infinite-Dimensional Sums-of-Squares for Optimal Control Eloïse Berthier,Justin Carpentier,Alessandro Rudi,Francis Bach 61st IEEE Conference on Decision and Control, IEEE, Dec 2022, Cancun, Mexico Communication dans un congrès hal-03377120v1
A Non-asymptotic Analysis of Non-parametric Temporal-Difference Learning Eloïse Berthier,Ziad Kobeissi,Francis Bach NeurIPS 2022 - Neural Information Processing Systems, Nov 2022, New Orleans (LA), United States Communication dans un congrès hal-03672958v1
Fast and Robust Stability Region Estimation for Nonlinear Dynamical Systems Eloïse Berthier,Justin Carpentier,Francis Bach European Control Conference (ECC) 2021, Jun 2021, Rotterdam, Netherlands Communication dans un congrès hal-02984348v2

Pré-publication, Document de travail (2)

No-Regret Gaussian Process Optimization of Time-Varying Functions Eliabelle Mauduit,Eloïse Berthier,Andrea Simonetto 2025 Pré-publication, Document de travail hal-05416271v1
KernelSOS for Global Sampling-Based Optimal Control and Estimation via Semidefinite Programming Antoine Groudiev,Fabian Schramm,Eloïse Berthier,Justin Carpentier,Frederike Dümbgen 2025 Pré-publication, Document de travail hal-05184030v1