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robust mean estimator

4 papers

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regret bound (3) contextual bandit (2) upper confidence bound (2) stochastic multi-armed bandit (1) lipschitz bandit (1) zooming dimension (1) loss predictor (1) action remapping (1) stochastic environment (1) heavy-tailed reward (1)

Papers

Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense Mechanisms ICML 2022 Taking a hint: How to leverage loss predictors in contextual bandits? COLT 2020 What You See May Not Be What You Get: UCB Bandit Algorithms Robust to ε-Contamination UAI 2020 Optimal Algorithms for Lipschitz Bandits with Heavy-tailed Rewards ICML 2019