MIST: Mutual Information Estimation Via Supervised Training

German Gritsai, Megan Richards, Maxime Méloux +2

We propose a fully data-driven approach to designing mutual information (MI) estimators. Since any MI estimator is a function of the observed sample from two random variables, we p…