Variational Sequential Monte Carlo

Christian A. Naesseth, Scott W. Linderman, Rajesh Ranganath, David M. Blei

Abstract: Many recent advances in large scale probabilistic inference rely on variational methods. The success of variational approaches depends on (i) formulating a flexible parametric family of distributio...