Optimal Variance Control of the Score Function Gradient Estimator for Importance Weighted Bounds

Valentin Liévin, Andrea Dittadi, Anders Christensen +1

This paper introduces novel results for the score function gradient estimator of the importance weighted variational bound (IWAE). We prove that in the limit of large $K$ (number o…