Mengyuan Wang

ByMI: Byzantine Machine Identification with False Discovery Rate Control

Various robust estimation methods or algorithms have been proposed to hedge against Byzantine failures in distributed learning. However, there is a lack of systematic approaches to provide theoretical guarantees of significance in detecting those Byzantine machines. In this paper, we develop a gener…