Timothée Mathieu

13 papers A* 1B 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Asymptotically Optimal Problem-Dependent Bandit Policies for Transfer Learning.
CoRR
Adrien Prévost, Timothée Mathieu, Odalric-Ambrym Maillard
2024 J jnl
AdaStop: adaptive statistical testing for sound comparisons of Deep RL agents.
Trans. Mach. Learn. Res.
Timothée Mathieu, Matheus Centa, Riccardo Della Vecchia, Hector Kohler, Alena Shilova, Odalric-Ambrym Maillard, Philippe Preux
2024 J jnl
Bandits Corrupted by Nature: Lower Bounds on Regret and Robust Optimistic Algorithms.
Trans. Mach. Learn. Res.
Timothée Mathieu, Debabrota Basu, Odalric-Ambrym Maillard
2024 B conf
CRIMED: Lower and Upper Bounds on Regret for Bandits with Unbounded Stochastic Corruption.
ALT
Shubhada Agrawal, Timothée Mathieu, Debabrota Basu, Odalric-Ambrym Maillard
2024 J jnl
Information Lower Bounds for Robust Mean Estimation.
CoRR
Rémy Degenne, Timothée Mathieu
2024 — conf
Statistical comparison in empirical computer science with minimal computation usage.
ACM-REP
Timothée Mathieu, Philippe Preux
2023 J jnl
AdaStop: sequential testing for efficient and reliable comparisons of Deep RL Agents.
CoRR
Timothée Mathieu, Riccardo Della Vecchia, Alena Shilova, Matheus Centa de Medeiros, Hector Kohler, Odalric-Ambrym Maillard, Philippe Preux
2023 J jnl
CRIMED: Lower and Upper Bounds on Regret for Bandits with Unbounded Stochastic Corruption.
CoRR
Shubhada Agrawal, Timothée Mathieu, Debabrota Basu, Odalric-Ambrym Maillard
2022 J jnl
Bandits Corrupted by Nature: Lower Bounds on Regret and Robust Optimistic Algorithm.
CoRR
Debabrota Basu, Odalric-Ambrym Maillard, Timothée Mathieu
2020 J jnl
Correction to: Robust classification via MOM minimization.
Mach. Learn.
Guillaume Lecué, Matthieu Lerasle, Timothée Mathieu
2020 J jnl
Robust classification via MOM minimization.
Mach. Learn.
Guillaume Lecué, Matthieu Lerasle, Timothée Mathieu
2019 J jnl
Excess risk bounds in robust empirical risk minimization.
CoRR
Stanislav Minsker, Timothée Mathieu
2019 A* conf
MONK Outlier-Robust Mean Embedding Estimation by Median-of-Means.
ICML
Matthieu Lerasle, Zoltán Szabó, Timothée Mathieu, Guillaume Lecué