DiME: Maximizing Mutual Information by a Difference of Matrix-Based Entropies

Oscar Skean, Jhoan Keider Hoyos Osorio, Austin J. Brockmeier +1

We introduce an information-theoretic quantity with similar properties to mutual information that can be estimated from data without making explicit assumptions on the underlying d…