Berthier, Eloïse

5 publications

TMLR 2026 Enhancing Concept Localization in CLIP-Based Concept Bottleneck Models Rémi Kazmierczak, Steve Azzolin, Goran Frehse, Eloïse Berthier, Gianni Franchi

ECML-PKDD 2025 Time-Varying Gaussian Process Bandit Optimization with Experts: No-Regret in Logarithmically-Many Side Queries Eliabelle Mauduit, Eloïse Berthier, Andrea Simonetto

TMLR 2024 CLIP-QDA: An Explainable Concept Bottleneck Model Rémi Kazmierczak, Eloïse Berthier, Goran Frehse, Gianni Franchi

ICLR 2024 On Double Descent in Reinforcement Learning with LSTD and Random Features David Brellmann, Eloïse Berthier, David Filliat, Goran Frehse

NeurIPS 2022 A Non-Asymptotic Analysis of Non-Parametric Temporal-Difference Learning Eloïse Berthier, Ziad Kobeissi, Francis R. Bach