Control Variate Design for Score-Function Gradient Estimators in Importance-Weighted Variational Inference

Kamélia Daudel, Minh-Ngoc Tran, Cheng Zhang

Importance-weighted variational inference approximates intractable densities by optimizing multi-sample Monte Carlo objectives whose tightness increases with the number of importan…