Eloïse Berthier

3 papers · 2022–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

AAAI (1) ICLR (1) NeurIPS (1)

Top co-authors

David Filliat (2) Goran Frehse (2) Patricia Delhomme (1) Baptiste Caramiaux (1) David Brellmann (1) Massimiliano Mancini (1) Steve Azzolin (1) Anna Hedström (1) Francis R. Bach (1) Gianni Franchi (1)

Research topics

Machine Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Mathematics & Optimization (1) Reinforcement Learning (1) Core AI (1) Learning Types (1) Methods (1) Optimization (1)

Keywords

double descent (1) temporal difference learning (1) policy evaluation (1) concept-based explanation (1) computer vision (1) convergence analysis (1) explainable ai (1) markov decision process (1) reproducing kernel hilbert space (1) temporal difference (1) random feature (1) source condition (1) non-parametric method (1) markov reward process (1) human-aligned evaluation (1) saliency-based explanation (1)

Papers

Benchmarking XAI Explanations with Human-Aligned Evaluations AAAI 2026 On Double Descent in Reinforcement Learning with LSTD and Random Features ICLR 2024 A Non-asymptotic Analysis of Non-parametric Temporal-Difference Learning NeurIPS 2022