Geometry-Aware Approaches for Balancing Performance and Theoretical Guarantees in Linear BanditsInternational Conference on Learning Representations (ICLR), 2023 |
Best-Arm Identification in Correlated Multi-Armed BanditsIEEE Journal on Selected Areas in Information Theory (JSAIT), 2021 |
A Non-asymptotic Approach to Best-Arm Identification for Gaussian
BanditsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |