Understanding Deep Generative Models with Generalized Empirical Likelihoods

Suman Ravuri, Mélanie Rey, Shakir Mohamed +1

Understanding how well a deep generative model captures a distribution of high-dimensional data remains an important open challenge. It is especially difficult for certain model cl…