A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets

Kyungeun Lee, Wonjong Rhee

Mutual Information (MI) is a fundamental metric for quantifying dependency between two random variables. When we can access only the samples, but not the underlying distribution fu…