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Timothée Mathieu

2 papers · 2019–2024 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird

🐝 Cross-Pollinator (15)

Conferences

ALT (1) ICML (1)

Top co-authors

Guillaume Lecue (1) Shubhada Agrawal (1) Zoltan Szabo (1) Matthieu Lerasle (1) Debabrota Basu (1) Odalric-ambrym Maillard (1)

Keywords

stochastic optimization (1) robust estimation (1) maximum mean discrepancy (1) kernel mean embedding (1) concentration inequality (1) multi-armed bandit (1) regret bound (1) robust algorithm (1) sub-gaussian deviation bound (1) outlier resistance (1)

Papers

CRIMED: Lower and Upper Bounds on Regret for Bandits with Unbounded Stochastic Corruption ALT 2024 MONK Outlier-Robust Mean Embedding Estimation by Median-of-Means ICML 2019