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A class of Rényi information estimators for multidimensional densities

29 October 2008

Papers citing "A class of Rényi information estimators for multidimensional densities"

28 / 28 papers shown

Title
Reliable Measures of Spread in High Dimensional Latent Spaces Anna C. Marbut Katy McKinney-Bock Travis J. Wheeler 70 2 0 15 Dec 2022
Tackling Visual Control via Multi-View Exploration Maximization Mingqi Yuan Xin Jin Bo Li Wenjun Zeng 67 1 0 28 Nov 2022
HRel: Filter Pruning based on High Relevance between Activation Maps and Class Labels C. Sarvani Mrinmoy Ghorai S. Dubey S. H. Shabbeer Basha VLM 99 39 0 22 Feb 2022
Minimax estimation of norms of a probability density: I. Lower bounds A. Goldenshluger O. Lepski 55 7 0 25 Aug 2020
Slimming Neural Networks using Adaptive Connectivity Scores Madan Ravi Ganesh Dawsin Blanchard Jason J. Corso Salimeh Yasaei Sekeh 61 11 0 22 Jun 2020
Statistical estimation of the Kullback-Leibler divergence A. Bulinski Denis Dimitrov 60 18 0 29 Jun 2019
On mutual information estimation for mixed-pair random variables A. Beknazaryan Xin Dang Hailin Sang 71 13 0 27 Dec 2018
The Hellinger Correlation G. Geenens P. Lafaye De Micheaux 108 32 0 24 Oct 2018
Kernel entropy estimation for linear processes Hailin Sang Yongli Sang Fangjun Xu 65 9 0 01 Dec 2017
Dimension Estimation Using Random Connection Models Paulo Serra Michel Mandjes 21 7 0 08 Nov 2017
Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information Jakob Runge 164 171 0 05 Sep 2017
Using stacking to average Bayesian predictive distributions Yuling Yao Aki Vehtari Daniel P. Simpson Andrew Gelman 115 342 0 06 Apr 2017
Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators Shashank Singh Barnabás Póczós 77 53 0 05 Jun 2016
Generalized Exponential Concentration Inequality for Rényi Divergence Estimation Shashank Singh Barnabás Póczós 57 59 0 28 Mar 2016
Analysis of k-Nearest Neighbor Distances with Application to Entropy Estimation Shashank Singh Barnabás Póczós 59 37 0 28 Mar 2016
On the Kozachenko-Leonenko entropy estimator N. Fournier S. Delattre MDE 67 54 0 24 Feb 2016
A Generalization of the maximal-spacings in several dimensions and a convexity test C. Aaron A. Cholaquidis R. Fraiman 56 9 0 10 Nov 2014
co-BPM: a Bayesian Model for Divergence Estimation Kun Yang Hao Su W. Wong 80 3 0 02 Oct 2014
Entropic one-class classifiers L. Livi Alireza Sadeghian Witold Pedrycz 71 24 0 28 Jul 2014
Nonparametric Estimation of Renyi Divergence and Friends A. Krishnamurthy Kirthevasan Kandasamy Barnabás Póczós Larry A. Wasserman 122 92 0 12 Feb 2014
Statistical estimation of quadratic Rényi entropy for a stationary m-dependent sequence David Kallberg N. Leonenko O. Seleznjev 103 10 0 07 Mar 2013
Measures of Entropy from Data Using Infinitely Divisible Kernels Luis G. Sanchez Giraldo M. Rao José C. Príncipe 98 127 0 11 Nov 2012
Distributed High Dimensional Information Theoretical Image Registration via Random Projections Z. Szabó András Lőrincz 53 2 0 02 Oct 2012
Estimation of entropy-type integral functionals David Kallberg O. Seleznjev 274 12 0 12 Sep 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 93 110 0 14 Feb 2012
Statistical Inference for Rényi Entropy Functionals David Kallberg Nikolai N. Leonenko O. Seleznjev 124 12 0 25 Mar 2011
Estimation of Rényi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs D. Pál Barnabás Póczós Csaba Szepesvári 149 160 0 09 Mar 2010