Entropy Rate Estimation for Markov Chains with Large State Space

Yanjun Han, Jiantao Jiao, Chuan-Zheng Lee, Tsachy Weissman, Yihong Wu, Tiancheng Yu

Neural Information Processing Systems 

Entropy estimation is one of the prototypical problems in distribution property testing.