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20102024
most citedApprenticeship Learning using Inverse Reinforcement Learning and Gradient Methods

157 citations · 349 across the 22 of their papers we have counts for

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stat.ML2010★ 91 cited

Estimation of Rényi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs

Dávid Pál, Barnabás Póczos, Csaba Szepesvári

We present simple and computationally efficient nonparametric estimators of Rényi entropy and mutual information based on an i.i.d. sample drawn from an unknown, absolutely continu…