Fair Best Arm Identification with Fixed Confidence

Alessio Russo, Filippo Vannella

In this work, we present a novel framework for Best Arm Identification (BAI) under fairness constraints, a setting that we refer to as \textit{F-BAI} (fair BAI). Unlike traditional…