Training Guarantees of Neural Network Classification Two-Sample Tests by Kernel Analysis

Varun Khurana, Xiuyuan Cheng, Alexander Cloninger

We construct and analyze a neural network two-sample test to determine whether two datasets came from the same distribution (null hypothesis) or not (alternative hypothesis). We pe…