On the use of bootstrap with variational inference: Theory, interpretation, and a two-sample test example

Yen-Chi Chen, Y. Samuel Wang, Elena A. Erosheva

Variational inference is a general approach for approximating complex density functions, such as those arising in latent variable models, popular in machine learning. It has been a…