High Probability Lower Bounds for the Total Variation Distance

Loris Michel, Jeffrey Näf, Nicolai Meinshausen

The statistics and machine learning communities have recently seen a growing interest in classification-based approaches to two-sample testing. The outcome of a classification-base…