Unbiased Implicit Variational Inference

Michalis K. Titsias, Francisco J. R. Ruiz

Abstract: We develop unbiased implicit variational inference (UIVI), a method that expands the applicability of variational inference by defining an expressive variational family. UIVI considers an implicit ...