Mathieu, Timothée

6 publications

TMLR 2024 AdaStop: Adaptive Statistical Testing for Sound Comparisons of Deep RL Agents Timothée Mathieu, Matheus Medeiros Centa, Riccardo Della Vecchia, Hector Kohler, Alena Shilova, Odalric-Ambrym Maillard, Philippe Preux

TMLR 2024 Bandits Corrupted by Nature: Lower Bounds on Regret and Robust Optimistic Algorithms Timothée Mathieu, Debabrota Basu, Odalric-Ambrym Maillard

ALT 2024 CRIMED: Lower and Upper Bounds on Regret for Bandits with Unbounded Stochastic Corruption Shubhada Agrawal, Timothée Mathieu, Debabrota Basu, Odalric-Ambrym Maillard

MLJ 2020 Correction to: Robust Classification via MOM Minimization Guillaume Lecué, Matthieu Lerasle, Timothée Mathieu

MLJ 2020 Robust Classification via MOM Minimization Guillaume Lecué, Matthieu Lerasle, Timothée Mathieu

ICML 2019 MONK Outlier-Robust Mean Embedding Estimation by Median-of-Means Matthieu Lerasle, Zoltan Szabo, Timothée Mathieu, Guillaume Lecue