Best Arm Identification with Fairness Constraints on Subpopulations
Published in Winter Simulation Conference (WSC), 2023
This paper studies the best arm identification problem with fairness constraints on subpopulations. We develop algorithms that balance exploration efficiency with fairness requirements across different population groups.
Authors: Yuhang Wu, Zeyu Zheng, Tingyu Zhu (in alphabetical order)
Published in Proceedings of 56th Winter Simulation Conference (WSC), 2023.