Timothée Mathieu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Multi Armed Bandits

Robust Classification

Online Convex Optimization

Top Venues

Publications

Shubhada Agrawal, Timothée Mathieu, Debabrota Basu, Odalric-Ambrym Maillard
CRIMED: Lower and Upper Bounds on Regret for Bandits with Unbounded Stochastic Corruption. ALT (2024)
Timothée Mathieu, Debabrota Basu, Odalric-Ambrym Maillard
Bandits Corrupted by Nature: Lower Bounds on Regret and Robust Optimistic Algorithms. Trans. Mach. Learn. Res. 2024 (2024)
Timothée Mathieu, Philippe Preux
Statistical comparison in empirical computer science with minimal computation usage. ACM-REP (2024)
Rémy Degenne, Timothée Mathieu
Information Lower Bounds for Robust Mean Estimation. CoRR (2024)
Shubhada Agrawal, Timothée Mathieu, Debabrota Basu, Odalric-Ambrym Maillard
CRIMED: Lower and Upper Bounds on Regret for Bandits with Unbounded Stochastic Corruption. CoRR (2023)
Timothée Mathieu, Riccardo Della Vecchia, Alena Shilova, Matheus Centa de Medeiros, Hector Kohler, Odalric-Ambrym Maillard, Philippe Preux
AdaStop: sequential testing for efficient and reliable comparisons of Deep RL Agents. CoRR (2023)
Debabrota Basu, Odalric-Ambrym Maillard, Timothée Mathieu
Bandits Corrupted by Nature: Lower Bounds on Regret and Robust Optimistic Algorithm. CoRR (2022)
Guillaume Lecué, Matthieu Lerasle, Timothée Mathieu
Robust classification via MOM minimization. Mach. Learn. 109 (8) (2020)
Guillaume Lecué, Matthieu Lerasle, Timothée Mathieu
Correction to: Robust classification via MOM minimization. Mach. Learn. 109 (8) (2020)
Matthieu Lerasle, Zoltán Szabó, Timothée Mathieu, Guillaume Lecué
MONK Outlier-Robust Mean Embedding Estimation by Median-of-Means. ICML (2019)
Stanislav Minsker, Timothée Mathieu
Excess risk bounds in robust empirical risk minimization. CoRR (2019)