AR-DAE: Towards Unbiased Neural Entropy Gradient Estimation

Jae Hyun Lim, Aaron C. Courville, Christopher J. Pal, Chin-Wei Huang

Abstract: Entropy is ubiquitous in machine learning, but it is in general intractable to compute the entropy of the distribution of an arbitrary continuous random variable. In this paper, we propose the amor...