Linear cost mutual information estimation and independence test of similar performance as HSIC

Jarek Duda, Jagoda Bracha, Adrian Przybysz

Evaluation of statistical dependencies between two data samples is a basic problem of data science/machine learning, and HSIC (Hilbert-Schmidt Information Criterion)~\cite{HSIC} is…