Scalable Mutual Information Estimation using Dependence Graphs

27 Jan 2018Morteza NoshadYu ZengAlfred O. Hero III

The Mutual Information (MI) is an often used measure of dependency between two random variables utilized in information theory, statistics and machine learning. Recently several MI estimators have been proposed that can achieve parametric MSE convergence rate... (read more)

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