Learning Implicit Generative Models with the Method of Learned Moments

Suman V. Ravuri, Shakir Mohamed, Mihaela Rosca, Oriol Vinyals

Abstract: We propose a method of moments (MoM) algorithm for training large-scale implicit generative models. Moment estimation in this setting encounters two problems: it is often difficult to define the mi...