 uniINF: Best-of-Both-Worlds Algorithm for Parameter-Free Heavy-Tailed MABsInternational Conference on Learning Representations (ICLR), 2024 |
 Fast UCB-type algorithms for stochastic bandits with heavy and super
heavy symmetric noiseAdaptive Agents and Multi-Agent Systems (AAMAS), 2024 |
 Efficient Algorithms for Generalized Linear Bandits with Heavy-tailed
RewardsNeural Information Processing Systems (NeurIPS), 2023 |
 Implicitly normalized forecaster with clipping for linear and non-linear
heavy-tailed multi-armed banditsComputational Management Science (CMS), 2023 |
 A Blackbox Approach to Best of Both Worlds in Bandits and BeyondAnnual Conference Computational Learning Theory (COLT), 2023 |
 Best-of-Both-Worlds Algorithms for Partial MonitoringInternational Conference on Algorithmic Learning Theory (ALT), 2022 |
