Random Forests for Adaptive Nearest Neighbor Estimation of Information-Theoretic Quantities

Ronan Perry, Ronak Mehta, Richard Guo +6

Information-theoretic quantities, such as conditional entropy and mutual information, are critical data summaries for quantifying uncertainty. Current widely used approaches for co…