Counterfactual Explanations for Deep Two-Sample Testing

Wei-Cheng Lai, Marco Simnacher, Christoph Lippert

Two-sample testing is a fundamental tool for detecting distributional differences across scientific domains, but classical tests (including kernel-based tests) can be ineffective o…