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2020 – today
- 2024
[j3]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)- [c3]Timothée Mathieu
, Philippe Preux:
Statistical comparison in empirical computer science with minimal computation usage. ACM-REP 2024 - [c2]Shubhada Agrawal, Timothée Mathieu, Debabrota Basu, Odalric-Ambrym Maillard:
CRIMED: Lower and Upper Bounds on Regret for Bandits with Unbounded Stochastic Corruption. ALT 2024: 74-124 - [i5]Rémy Degenne, Timothée Mathieu:
Information Lower Bounds for Robust Mean Estimation. CoRR abs/2403.01892 (2024) - 2023
- [i4]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 abs/2306.10882 (2023) - [i3]Shubhada Agrawal, Timothée Mathieu, Debabrota Basu, Odalric-Ambrym Maillard:
CRIMED: Lower and Upper Bounds on Regret for Bandits with Unbounded Stochastic Corruption. CoRR abs/2309.16563 (2023) - 2022
- [i2]Debabrota Basu, Odalric-Ambrym Maillard, Timothée Mathieu:
Bandits Corrupted by Nature: Lower Bounds on Regret and Robust Optimistic Algorithm. CoRR abs/2203.03186 (2022) - 2020
- [j2]Guillaume Lecué, Matthieu Lerasle, Timothée Mathieu:
Robust classification via MOM minimization. Mach. Learn. 109(8): 1635-1665 (2020) - [j1]Guillaume Lecué, Matthieu Lerasle, Timothée Mathieu:
Correction to: Robust classification via MOM minimization. Mach. Learn. 109(8): 1667 (2020)
2010 – 2019
- 2019
- [c1]Matthieu Lerasle, Zoltán Szabó, Timothée Mathieu, Guillaume Lecué:
MONK Outlier-Robust Mean Embedding Estimation by Median-of-Means. ICML 2019: 3782-3793 - [i1]Stanislav Minsker, Timothée Mathieu:
Excess risk bounds in robust empirical risk minimization. CoRR abs/1910.07485 (2019)
Coauthor Index
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last updated on 2024-08-10 01:26 CEST by the dblp team
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