Accurate Estimation of Mutual Information in High Dimensional Data

Eslam Abdelaleem, K. Michael Martini, Ilya Nemenman

Mutual information (MI) quantifies statistical dependence between variables and is widely used across scientific disciplines, yet accurate estimation from finite data remains notor…