Revisiting Classifier Two-Sample Tests

David Lopez-Paz, Maxime Oquab

The goal of two-sample tests is to assess whether two samples, $S_P\sim P^n$ and $S_Q\sim Q^m$, are drawn from the same distribution. Perhaps intriguingly, one relatively unexplo…