 Adaptive Algorithms for Relaxed Pareto Set IdentificationNeural Information Processing Systems (NeurIPS), 2023 |
 Pareto Regret Analyses in Multi-objective Multi-armed BanditInternational Conference on Machine Learning (ICML), 2022 |
 A/B/n Testing with Control in the Presence of SubpopulationsNeural Information Processing Systems (NeurIPS), 2021 |
 An Asymptotically Optimal Primal-Dual Incremental Algorithm for
Contextual Linear BanditsNeural Information Processing Systems (NeurIPS), 2020 |
 Optimal Best Markovian Arm Identification with Fixed ConfidenceNeural Information Processing Systems (NeurIPS), 2019 |
 Adaptive Exploration in Linear Contextual BanditInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2019 |
 Non-Asymptotic Pure Exploration by Solving GamesNeural Information Processing Systems (NeurIPS), 2019 |
 MaxGap Bandit: Adaptive Algorithms for Approximate RankingNeural Information Processing Systems (NeurIPS), 2019 |
 Adaptive Multiple-Arm IdentificationInternational Conference on Machine Learning (ICML), 2017 |
 Nearly Instance Optimal Sample Complexity Bounds for Top-k Arm SelectionInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2017 |
