Nonparametric independence testing via mutual information

17 November 2017

Papers citing "Nonparametric independence testing via mutual information"

28 / 28 papers shown

Title
Information-Theoretic Measures on Lattices for High-Order Interactions Zhaolu Liu Mauricio Barahona Robert L. Peach 134 1 0 13 Mar 2025
InfoBridge: Mutual Information estimation via Bridge Matching Sergei Kholkin Ivan Butakov Evgeny Burnaev Nikita Gushchin Alexander Korotin DiffM FedML 142 0 0 03 Feb 2025
Fair Clustering via Hierarchical Fair-Dirichlet Process Abhisek Chakraborty A. Bhattacharya D. Pati FaML 44 3 0 27 May 2023
Information Bottleneck Analysis of Deep Neural Networks via Lossy Compression I. Butakov Alexander Tolmachev S. Malanchuk A. Neopryatnaya Alexey Frolov K. Andreev 104 7 0 13 May 2023
High-Dimensional Smoothed Entropy Estimation via Dimensionality Reduction Kristjan Greenewald Brian Kingsbury Yuancheng Yu 86 4 0 08 May 2023
A Permutation-Free Kernel Independence Test S. Shekhar Ilmun Kim Aaditya Ramdas 68 11 0 18 Dec 2022
A Simple Unified Approach to Testing High-Dimensional Conditional Independences for Categorical and Ordinal Data Ankur Ankan J. Textor CML 77 5 0 09 Jun 2022
Discussion of 'Multivariate Fisher's independence test for multivariate dependence' Thomas B. Berrett 78 0 0 02 May 2022
Exploiting Independent Instruments: Identification and Distribution Generalization Sorawit Saengkyongam Leonard Henckel Niklas Pfister J. Peters 85 18 0 03 Feb 2022
On boosting the power of Chatterjee's rank correlation Zhexiao Lin Fang Han 63 43 0 15 Aug 2021
Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections Nabarun Deb Promit Ghosal B. Sen OT 126 75 0 04 Jul 2021
BEAUTY Powered BEAST Kai Zhang Zhigen Zhao Wen-Xin Zhou 50 8 0 01 Mar 2021
Measuring Association on Topological Spaces Using Kernels and Geometric Graphs Nabarun Deb Promit Ghosal B. Sen 509 50 0 05 Oct 2020
A Test for Independence Via Bayesian Nonparametric Estimation of Mutual Information L. Al-Labadi Forough Fazeli Asl Z. Saberi 55 6 0 10 Feb 2020
Optimal rates for independence testing via $U$ -statistic permutation tests Thomas B. Berrett Ioannis Kontoyiannis R. Samworth 57 26 0 15 Jan 2020
The Binary Expansion Randomized Ensemble Test (BERET) Duyeol Lee Kai Zhang Michael R. Kosorok 29 6 0 08 Dec 2019
A New Framework for Distance and Kernel-based Metrics in High Dimensions Shubhadeep Chakraborty Xianyang Zhang 51 32 0 30 Sep 2019
Multivariate Rank-based Distribution-free Nonparametric Testing using Measure Transportation Nabarun Deb B. Sen 125 134 0 18 Sep 2019
Multivariate Ranks and Quantiles using Optimal Transport: Consistency, Rates, and Nonparametric Testing Promit Ghosal B. Sen 83 60 0 14 May 2019
High dimensional consistent independence testing with maxima of rank correlations Mathias Drton Fang Han Hongjian Shi 76 43 0 14 Dec 2018
Ball: An R package for detecting distribution difference and association in metric spaces Jin Zhu L. Manikonda Wei Zheng S. Kambhampati 67 14 0 09 Nov 2018
The Hellinger Correlation G. Geenens P. Lafaye De Micheaux 99 32 0 24 Oct 2018
Statistical dependence: Beyond Pearson's $ρ$ D. Tjøstheim Haakon Otneim Baard Stove 61 40 0 27 Sep 2018
The conditional permutation test for independence while controlling for confounders Thomas B. Berrett Yi Wang Rina Foygel Barber R. Samworth 107 16 0 14 Jul 2018
Multiscale Fisher's Independence Test for Multivariate Dependence S. Gorsky L. Ma 35 8 0 18 Jun 2018
The Hardness of Conditional Independence Testing and the Generalised Covariance Measure Rajen Dinesh Shah J. Peters 182 303 0 19 Apr 2018
Detecting independence of random vectors: generalized distance covariance and Gaussian covariance Bjorn Bottcher Martin Keller-Ressel R. Schilling 50 16 0 21 Nov 2017
Distance multivariance: New dependence measures for random vectors Bjorn Bottcher Martin Keller-Ressel R. Schilling 52 32 0 21 Nov 2017