Generative Models and Model Criticism via Optimized Maximum Mean Discrepancy

Danica J. Sutherland, Hsiao-Yu Tung, Heiko Strathmann +4

We propose a method to optimize the representation and distinguishability of samples from two probability distributions, by maximizing the estimated power of a statistical test bas…