Robust Outlier Arm Identification

Yinglun Zhu, Sumeet Katariya, Robert D. Nowak

Abstract: We study the problem of Robust Outlier Arm Identification (ROAI), where the goal is to identify arms whose expected rewards deviate substantially from the majority, by adaptively sampling from thei...