Semi-Implicit Variational Inference

Mingzhang Yin, Mingyuan Zhou

Abstract: Semi-implicit variational inference (SIVI) is introduced to expand the commonly used analytic variational distribution family, by mixing the variational parameter with a flexible distribution. This...