83 citations · 242 across the 10 of their papers we have counts for
Showing 2017 · cs.ITShow all
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cs.IT2017★ 3 cited
Ensemble Estimation of Distributional Functionals via -Nearest Neighbors
Kevin R. Moon, Kumar Sricharan, Alfred O. Hero
The problem of accurate nonparametric estimation of distributional functionals (integral functionals of one or more probability distributions) has received recent interest due to t…
cs.IT2017★ 10 cited
Ensemble Estimation of Generalized Mutual Information with Applications to Genomics
Kevin R. Moon, Kumar Sricharan, Alfred O. Hero
Mutual information is a measure of the dependence between random variables that has been used successfully in myriad applications in many fields. Generalized mutual information mea…