Minimax Optimal Estimation of KL Divergence for Continuous Distributions

26 Feb 2020Puning ZhaoLifeng Lai

Estimating Kullback-Leibler divergence from identical and independently distributed samples is an important problem in various domains. One simple and effective estimator is based on the k nearest neighbor distances between these samples... (read more)

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