Tightening Bounds for Variational Inference by Revisiting Perturbation Theory

Robert Bamler, Cheng Zhang, Manfred Opper +1

Variational inference has become one of the most widely used methods in latent variable modeling. In its basic form, variational inference employs a fully factorized variational di…