Reducing the Variance of Variational Estimates of Mutual Information by Limiting the Critic's Hypothesis Space to RKHS

This is the offical implementation of "Reducing the Variance of Variational Estimates of Mutual Information by Limiting the Critic's Hypothesis Space to RKHS" accepted for publication in ICPR 2020. The paper will be uploaded to arXiv soon.