consistency

Complexity-Regularized Tree-Structured Partition for Mutual Information Estimation

A new histogram-based mutual information estimator using data-driven tree-structured partitions (TSP) is presented in this work.

Zero Rate Density Estimation

This talk cover the problem of universal density estimation under an operational data-rate constraint.