Estimating Mutual Information via Geodesic $k$NN

Alexander Marx, Jonas Fischer

Estimating mutual information (MI) between two continuous random variables $X$ and $Y$ allows to capture non-linear dependencies between them, non-parametrically. As such, MI estim…