Proximity Variational Inference

Jaan Altosaar, Rajesh Ranganath, David M. Blei

Abstract: Variational inference is a powerful approach for approximate posterior inference. However, it is sensitive to initialization and can be subject to poor local optima. In this paper, we develop proxi...