Regularized $f$-Divergence Kernel Tests

Mónica Ribero, Antonin Schrab, Arthur Gretton

We propose a framework to construct practical kernel-based two-sample tests from the family of $f$-divergences. The test statistic is computed from the witness function of a regula…