Universal Boosting Variational Inference

2 code implementations • NeurIPS 2019 • Trevor Campbell, Xinglong Li

We show that for any target density and any mixture component family, the output of UBVI converges to the best possible approximation in the mixture family, even when the mixture family is misspecified.

Stochastic Optimization Variational Inference