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

9 March 2010

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

29 / 29 papers shown

Title
Optimization Hierarchy for Fair Statistical Decision Problems A. Aswani Matt Olfat 65 3 0 18 Oct 2019
Statistical estimation of the Kullback-Leibler divergence A. Bulinski Denis Dimitrov 60 18 0 29 Jun 2019
CCMI : Classifier based Conditional Mutual Information Estimation Sudipto Mukherjee Himanshu Asnani Sreeram Kannan VLM 127 81 0 05 Jun 2019
Adaptive Geo-Topological Independence Criterion Baihan Lin N. Kriegeskorte 64 1 0 06 Oct 2018
Convergence Rates for Empirical Estimation of Binary Classification Bounds Salimeh Yasaei Sekeh M. Noshad Kevin R. Moon Alfred Hero 32 8 0 01 Oct 2018
Adaptive MCMC via Combining Local Samplers Kiarash Shaloudegi András Gyorgy 79 1 0 11 Jun 2018
Statistical Estimation of Conditional Shannon Entropy A. Bulinski A. Kozhevin 48 13 0 23 Apr 2018
Quantifying dependencies for sensitivity analysis with multivariate input sample data A. Eggels D. Crommelin 57 4 0 06 Feb 2018
Independence clustering (without a matrix) D. Ryabko 83 6 0 20 Mar 2017
Nonparanormal Information Estimation Shashank Singh Barnabás Póczós 134 20 0 24 Feb 2017
Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators Shashank Singh Barnabás Póczós 80 53 0 05 Jun 2016
Demystifying Fixed k-Nearest Neighbor Information Estimators Weihao Gao Sewoong Oh Pramod Viswanath 103 138 0 11 Apr 2016
Generalized Exponential Concentration Inequality for Rényi Divergence Estimation Shashank Singh Barnabás Póczós 62 59 0 28 Mar 2016
Analysis of k-Nearest Neighbor Distances with Application to Entropy Estimation Shashank Singh Barnabás Póczós 61 37 0 28 Mar 2016
On the Kozachenko-Leonenko entropy estimator N. Fournier S. Delattre MDE 69 54 0 24 Feb 2016
Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications Weihao Gao Sreeram Kannan Sewoong Oh Pramod Viswanath 81 9 0 10 Feb 2016
Influence Functions for Machine Learning: Nonparametric Estimators for Entropies, Divergences and Mutual Informations Kirthevasan Kandasamy A. Krishnamurthy Barnabás Póczós Larry A. Wasserman J. M. Robins TDI 90 20 0 17 Nov 2014
Efficient Estimation of Mutual Information for Strongly Dependent Variables Shuyang Gao Greg Ver Steeg Aram Galstyan 135 199 0 07 Nov 2014
Entropic one-class classifiers L. Livi Alireza Sadeghian Witold Pedrycz 73 24 0 28 Jul 2014
An Entropy Search Portfolio for Bayesian Optimization Bobak Shahriari Ziyun Wang Matthew W. Hoffman Alexandre Bouchard-Côté Nando de Freitas 117 57 0 18 Jun 2014
Functional Bandits Long Tran-Thanh Jia Yuan Yu 41 8 0 10 May 2014
Nonparametric Estimation of Renyi Divergence and Friends A. Krishnamurthy Kirthevasan Kandasamy Barnabás Póczós Larry A. Wasserman 124 92 0 12 Feb 2014
A Kernel Test for Three-Variable Interactions Dino Sejdinovic Arthur Gretton Wicher P. Bergsma 115 41 0 10 Jun 2013
Equitability, mutual information, and the maximal information coefficient J. Kinney G. Atwal 110 614 0 31 Jan 2013
Measures of Entropy from Data Using Infinitely Divisible Kernels Luis G. Sanchez Giraldo M. Rao José C. Príncipe 100 127 0 11 Nov 2012
Distributed High Dimensional Information Theoretical Image Registration via Random Projections Z. Szabó András Lőrincz 58 2 0 02 Oct 2012
Copula-based Kernel Dependency Measures Barnabás Póczós Zoubin Ghahramani J. Schneider 105 87 0 18 Jun 2012
Ensemble estimators for multivariate entropy estimation K. Sricharan Dennis L. Wei Alfred Hero 123 84 0 26 Mar 2012
Nonparametric Divergence Estimation with Applications to Machine Learning on Distributions Barnabás Póczós L. Xiong J. Schneider 95 110 0 14 Feb 2012