Importance Weighted Variational Inference without the Reparameterization Trick

Kamélia Daudel, Minh-Ngoc Tran, Cheng Zhang

Importance weighted variational inference (VI) approximates densities known up to a normalizing constant by optimizing bounds that tighten with the number of Monte Carlo samples $N…