Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting

Aditya Grover, Jiaming Song, Alekh Agarwal +4

A learned generative model often produces biased statistics relative to the underlying data distribution. A standard technique to correct this bias is importance sampling, where sa…