Analysis of k-Nearest Neighbor Distances with Application to Entropy Estimation

28 March 2016

Papers citing "Analysis of k-Nearest Neighbor Distances with Application to Entropy Estimation"

9 / 9 papers shown

Title
Generalized Exponential Concentration Inequality for Rényi Divergence Estimation Shashank Singh Barnabás Póczós 36 59 0 28 Mar 2016
Exponential Concentration of a Density Functional Estimator Shashank Singh Barnabás Póczós 32 53 0 28 Mar 2016
Efficient Estimation of Mutual Information for Strongly Dependent Variables Shuyang Gao Greg Ver Steeg Aram Galstyan 75 199 0 07 Nov 2014
Rates of Convergence for Nearest Neighbor Classification Kamalika Chaudhuri S. Dasgupta 202 146 0 30 Jun 2014
Nonparametric Estimation of Renyi Divergence and Friends A. Krishnamurthy Kirthevasan Kandasamy Barnabás Póczós Larry A. Wasserman 84 92 0 12 Feb 2014
Ensemble estimators for multivariate entropy estimation K. Sricharan Dennis L. Wei Alfred Hero 99 84 0 26 Mar 2012
Empirical estimation of entropy functionals with confidence K. Sricharan Raviv Raich Alfred Hero 83 46 0 19 Dec 2010
Estimation of Rényi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs D. Pál Barnabás Póczós Csaba Szepesvári 110 160 0 09 Mar 2010
A class of Rényi information estimators for multidimensional densities Nikolai N. Leonenko L. Pronzato V. Savani 73 270 0 29 Oct 2008