Fast Two-Sample Testing with Analytic Representations of Probability Measures

Kacper Chwialkowski, Aaditya Ramdas, Dino Sejdinovic +1

We propose a class of nonparametric two-sample tests with a cost linear in the sample size. Two tests are given, both based on an ensemble of distances between analytic functions r…