Ensemble estimators for multivariate entropy estimation

26 March 2012

Papers citing "Ensemble estimators for multivariate entropy estimation"

18 / 18 papers shown

Title
Quantifying the redundancy between prosody and text Lukas Wolf Tiago Pimentel Evelina Fedorenko Ryan Cotterell Alex Warstadt Ethan Gotlieb Wilcox Tamar I. Regev 33 10 0 28 Nov 2023
A Differential Entropy Estimator for Training Neural Networks Georg Pichler Pierre Colombo Malik Boudiaf Günther Koliander Pablo Piantanida 25 21 0 14 Feb 2022
A Test for Independence Via Bayesian Nonparametric Estimation of Mutual Information L. Al-Labadi Forough Fazeli Asl Z. Saberi 21 6 0 10 Feb 2020
Estimating differential entropy using recursive copula splitting G. Ariel Y. Louzoun 22 17 0 14 Nov 2019
Twin Auxiliary Classifiers GAN Biwei Huang Yanwu Xu Chunyuan Li Kuncai Zhang Kayhan Batmanghelich 16 33 0 05 Jul 2019
Convergence of Smoothed Empirical Measures with Applications to Entropy Estimation Ziv Goldfeld Kristjan Greenewald Yury Polyanskiy Jonathan Niles-Weed 23 64 0 30 May 2019
Statistical Estimation of Conditional Shannon Entropy A. Bulinski A. Kozhevin 13 12 0 23 Apr 2018
Estimating Mutual Information for Discrete-Continuous Mixtures Weihao Gao Sreeram Kannan Sewoong Oh Pramod Viswanath 22 156 0 19 Sep 2017
Bias Correction with Jackknife, Bootstrap, and Taylor Series Jiantao Jiao Yanjun Han 21 22 0 18 Sep 2017
Information Theoretic Structure Learning with Confidence Kevin R. Moon M. Noshad Salimeh Yasaei Sekeh Alfred Hero 19 18 0 13 Sep 2016
Specific Differential Entropy Rate Estimation for Continuous-Valued Time Series David M. Darmon 16 20 0 08 Jun 2016
Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators Shashank Singh Barnabás Póczós 27 54 0 05 Jun 2016
Efficient multivariate entropy estimation via $k$ -nearest neighbour distances Thomas B. Berrett R. Samworth M. Yuan 25 122 0 01 Jun 2016
Demystifying Fixed k-Nearest Neighbor Information Estimators Weihao Gao Sewoong Oh Pramod Viswanath 20 136 0 11 Apr 2016
Generalized Exponential Concentration Inequality for Rényi Divergence Estimation Shashank Singh Barnabás Póczós 21 58 0 28 Mar 2016
Linear-time Learning on Distributions with Approximate Kernel Embeddings Danica J. Sutherland Junier B. Oliva Barnabás Póczós J. Schneider 31 17 0 24 Sep 2015
Efficient Estimation of Mutual Information for Strongly Dependent Variables Shuyang Gao Greg Ver Steeg Aram Galstyan 36 197 0 07 Nov 2014
Nonparametric Estimation of Renyi Divergence and Friends A. Krishnamurthy Kirthevasan Kandasamy Barnabás Póczós Larry A. Wasserman 49 90 0 12 Feb 2014