Juneja, Sandeep

5 publications

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

UAI 2023 Best Arm Identification in Rare Events Anirban Bhattacharjee, Sushant Vijayan, Sandeep Juneja

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

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

COLT 2019 Sample Complexity of Partition Identification Using Multi-Armed Bandits Sandeep Juneja, Subhashini Krishnasamy