Non-Convex Robust Hypothesis Testing using Sinkhorn Uncertainty Sets

Jie Wang, Rui Gao, Yao Xie

We present a new framework to address the non-convex robust hypothesis testing problem, wherein the goal is to seek the optimal detector that minimizes the maximum of worst-case ty…