Tight Variational Bounds via Random Projections and I-Projections

Lun-Kai Hsu, Tudor Achim, Stefano Ermon

Abstract: Information projections are the key building block of variational inference algorithms and are used to approximate a target probabilistic model by projecting it onto a family of tractable distribut...