Efficient multivariate entropy estimation via $k$-nearest neighbour
distances

Efficient multivariate entropy estimation via $k$ -nearest neighbour distances

1 June 2016

Thomas B. Berrett

Papers citing "Efficient multivariate entropy estimation via $k$-nearest neighbour distances"

17 / 17 papers shown

Title
InfoBridge: Mutual Information estimation via Bridge Matching Sergei Kholkin Ivan Butakov E. Burnaev Nikita Gushchin Alexander Korotin DiffM FedML 60 0 0 03 Feb 2025
Limit Distribution Theory for Quantum Divergences Sreejith Sreekumar Mario Berta 31 2 0 22 Nov 2023
Limit theorems of Chatterjee's rank correlation Zhexiao Lin Fang Han 43 23 0 17 Apr 2022
A Differential Entropy Estimator for Training Neural Networks Georg Pichler Pierre Colombo Malik Boudiaf Günther Koliander Pablo Piantanida 25 21 0 14 Feb 2022
On boosting the power of Chatterjee's rank correlation Zhexiao Lin Fang Han 34 39 0 15 Aug 2021
On Azadkia-Chatterjee's conditional dependence coefficient Hongjian Shi Mathias Drton Fang Han 32 30 0 15 Aug 2021
$Non-Asymptotic Performance Guarantees for Neural Estimation of $\mathsf{f}$-Divergences$ Non-Asymptotic Performance Guarantees for Neural Estimation of $\mathsf{f}$ -Divergences Sreejith Sreekumar Zhengxin Zhang Ziv Goldfeld FedML 32 17 0 11 Mar 2021
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
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 bounds for entropic optimal transport: sample complexity and the central limit theorem Gonzalo E. Mena Jonathan Niles-Weed OT 8 163 0 28 May 2019
A Bayesian Nonparametric Estimation to Entropy L. Al-Labadi Viskakh Patel Kasra Vakiloroayaei C. Wan 14 7 0 02 Mar 2019
Variance reduction for estimation of Shapley effects and adaptation to unknown input distribution Baptiste Broto François Bachoc M. Depecker FAtt 19 52 0 21 Dec 2018
The Hellinger Correlation G. Geenens P. Lafaye De Micheaux 11 32 0 24 Oct 2018
Estimating Information Flow in Deep Neural Networks Ziv Goldfeld E. Berg Kristjan Greenewald Igor Melnyk Nam H. Nguyen Brian Kingsbury Yury Polyanskiy 30 32 0 12 Oct 2018
Statistical Estimation of Conditional Shannon Entropy A. Bulinski A. Kozhevin 13 12 0 23 Apr 2018
Optimal rates of entropy estimation over Lipschitz balls Yanjun Han Jiantao Jiao Tsachy Weissman Yihong Wu 30 73 0 06 Nov 2017
Estimating Mutual Information for Discrete-Continuous Mixtures Weihao Gao Sreeram Kannan Sewoong Oh Pramod Viswanath 22 156 0 19 Sep 2017