High-Dimensional Independence Testing via Maximum and Average Distance Correlations

4 January 2020

Papers citing "High-Dimensional Independence Testing via Maximum and Average Distance Correlations"

13 / 13 papers shown

Title
On the Versatile Uses of Partial Distance Correlation in Deep Learning Xingjian Zhen Zihang Meng Rudrasis Chakraborty Vikas Singh OODD 44 29 0 20 Jul 2022
The Chi-Square Test of Distance Correlation Cencheng Shen Sambit Panda Joshua T. Vogelstein 29 58 0 27 Dec 2019
Independence Testing for Temporal Data Cencheng Shen Jaewon Chung Ronak R. Mehta Ting Xu Joshua T. Vogelstein 49 5 0 18 Aug 2019
Distance-based and RKHS-based Dependence Metrics in High Dimension Changbo Zhu Shu Yao Xianyang Zhang Xiaofeng Shao 22 41 0 08 Feb 2019
A fast algorithm for computing distance correlation A. Chaudhuri Wenhao Hu 51 65 0 26 Oct 2018
The Exact Equivalence of Distance and Kernel Methods for Hypothesis Testing Cencheng Shen Joshua T. Vogelstein 36 44 0 14 Jun 2018
From Distance Correlation to Multiscale Graph Correlation Cencheng Shen Carey E. Priebe Joshua T. Vogelstein 22 63 0 26 Oct 2017
Discovering and Deciphering Relationships Across Disparate Data Modalities Joshua T. Vogelstein Eric W. Bridgeford Qing Wang Carey E. Priebe Mauro Maggioni Cencheng Shen 61 39 0 16 Sep 2016
Large-Scale Kernel Methods for Independence Testing Qinyi Zhang Sarah Filippi Arthur Gretton Dino Sejdinovic 54 131 0 25 Jun 2016
Fast Computing for Distance Covariance X. Huo G. Székely 52 128 0 06 Oct 2014
Partial Distance Correlation with Methods for Dissimilarities G. Székely Maria L. Rizzo 57 308 0 10 Oct 2013
Equivalence of distance-based and RKHS-based statistics in hypothesis testing Dino Sejdinovic Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu 56 681 0 25 Jul 2012
Measuring and testing dependence by correlation of distances G. Székely Maria L. Rizzo N. K. Bakirov 200 2,586 0 28 Mar 2008