Integral Probability Metrics Meet Neural Networks: The Radon-Kolmogorov-Smirnov Test

Seunghoon Paik, Michael Celentano, Alden Green +1

Integral probability metrics (IPMs) constitute a general class of nonparametric two-sample tests that are based on maximizing the mean difference between samples from one distribut…