REGO: Rank-based Estimation of Renyi Information using Euclidean Graph Optimization.

Barnabás Póczos, Sergey Kirshner, Csaba Szepesvári

Abstract: We propose a new method for a non-parametric estimation of Renyi and Shannon information for a multivariate distribution using a corresponding copula, a multivariate distribution over normalized ra...