Eloïse Berthier

20 papers A* 3Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
Benchmarking XAI Explanations with Human-Aligned Evaluations.
AAAI
Rémi Kazmierczak, Steve Azzolin, Eloïse Berthier, Anna Hedström, Patricia Delhomme, David Filliat, Nicolas Bousquet, Goran Frehse, Massimiliano Mancini, Baptiste Caramiaux, Andrea Passerini, Gianni Franchi
2026 J jnl
Enhancing Concept Localization in CLIP-based Concept Bottleneck Models.
Trans. Mach. Learn. Res.
Rémi Kazmierczak, Steve Azzolin, Goran Frehse, Eloïse Berthier, Gianni Franchi
2025 J jnl
Concept-Based Mechanistic Interpretability Using Structured Knowledge Graphs.
CoRR
Sofiia Chorna, Kateryna Tarelkina, Eloïse Berthier, Gianni Franchi
2025 J jnl
Convergence Guarantees for Federated SARSA with Local Training and Heterogeneous Agents.
CoRR
Paul Mangold, Eloïse Berthier, Eric Moulines
2025 J jnl
Enhancing Concept Localization in CLIP-based Concept Bottleneck Models.
CoRR
Rémi Kazmierczak, Steve Azzolin, Eloïse Berthier, Goran Frehse, Gianni Franchi
2025 J jnl
Explainability and vision foundation models: A survey.
Inf. Fusion
Rémi Kazmierczak, Eloïse Berthier, Goran Frehse, Gianni Franchi
2025 J jnl
Explainability for Vision Foundation Models: A Survey.
CoRR
Rémi Kazmierczak, Eloïse Berthier, Goran Frehse, Gianni Franchi
2025 J jnl
KernelSOS for Global Sampling-Based Optimal Control and Estimation via Semidefinite Programming.
CoRR
Antoine Groudiev, Fabian Schramm, Eloïse Berthier, Justin Carpentier, Frederike Dümbgen
2025 J jnl
No-Regret Gaussian Process Optimization of Time-Varying Functions.
CoRR
Eliabelle Mauduit, Eloïse Berthier, Andrea Simonetto
2025 — conf
Time-Varying Gaussian Process Bandit Optimization with Experts: No-Regret in Logarithmically-Many Side Queries.
ECML/PKDD (5)
Eliabelle Mauduit, Eloïse Berthier, Andrea Simonetto
2024 J jnl
Benchmarking XAI Explanations with Human-Aligned Evaluations.
CoRR
Rémi Kazmierczak, Steve Azzolin, Eloïse Berthier, Anna Hedström, Patricia Delhomme, Nicolas Bousquet, Goran Frehse, Massimiliano Mancini, Baptiste Caramiaux, Andrea Passerini, Gianni Franchi
2024 J jnl
CLIP-QDA: An Explainable Concept Bottleneck Model.
Trans. Mach. Learn. Res.
Rémi Kazmierczak, Eloïse Berthier, Goran Frehse, Gianni Franchi
2024 A* conf
On Double Descent in Reinforcement Learning with LSTD and Random Features.
ICLR
David Brellmann, Eloïse Berthier, David Filliat, Goran Frehse
2023 J jnl
CLIP-QDA: An Explainable Concept Bottleneck Model.
CoRR
Rémi Kazmierczak, Eloïse Berthier, Goran Frehse, Gianni Franchi
2023 J jnl
On Double Descent in Reinforcement Learning with LSTD and Random Features.
CoRR
David Brellmann, Eloïse Berthier, David Filliat, Goran Frehse
2022 A* conf
A Non-asymptotic Analysis of Non-parametric Temporal-Difference Learning.
NeurIPS
Eloïse Berthier, Ziad Kobeissi, Francis R. Bach
2022 — —
Efficient Algorithms for Control and Reinforcement Learning. (Algorithmes efficaces pour le contrôle et l'apprentissage par renforcement).
Eloïse Berthier
2022 — conf
Infinite-Dimensional Sums-of-Squares for Optimal Control.
CDC
Eloïse Berthier, Justin Carpentier, Alessandro Rudi, Francis R. Bach
2021 — conf
Fast and Robust Stability Region Estimation for Nonlinear Dynamical Systems.
ECC
Eloïse Berthier, Justin Carpentier, Francis R. Bach
2020 J jnl
Max-Plus Linear Approximations for Deterministic Continuous-State Markov Decision Processes.
IEEE Control. Syst. Lett.
Eloïse Berthier, Francis R. Bach