Agrawal, Shubhada

6 publications

ALT 2024 CRIMED: Lower and Upper Bounds on Regret for Bandits with Unbounded Stochastic Corruption Shubhada Agrawal, Timothée Mathieu, Debabrota Basu, Odalric-Ambrym Maillard

NeurIPS 2024 Optimal Top-Two Method for Best Arm Identification and Fluid Analysis Agniv Bandyopadhyay, Sandeep Juneja, Shubhada Agrawal

ICML 2024 Policy Evaluation for Variance in Average Reward Reinforcement Learning Shubhada Agrawal, L A Prashanth, Siva Theja Maguluri

NeurIPS 2021 Optimal Best-Arm Identification Methods for Tail-Risk Measures Shubhada Agrawal, Wouter M. Koolen, Sandeep Juneja

COLT 2021 Regret Minimization in Heavy-Tailed Bandits Shubhada Agrawal, Sandeep K. Juneja, Wouter M. Koolen

ALT 2020 Optimal $δ$-Correct Best-Arm Selection for Heavy-Tailed Distributions Shubhada Agrawal, Sandeep Juneja, Peter Glynn