Neural Control Variates for Variance Reduction

Ruosi Wan, Mingjun Zhong, Haoyi Xiong +1

In statistics and machine learning, approximation of an intractable integration is often achieved by using the unbiased Monte Carlo estimator, but the variances of the estimation a…