A simple measure of conditional dependence

27 October 2019

Papers citing "A simple measure of conditional dependence"

25 / 25 papers shown

Title
Comparison results for Markov tree distributions Jonathan Ansari Moritz Ritter 33 1 0 26 Apr 2024
Learning Directed Acyclic Graphs from Partial Orderings Ali Shojaie Wenyu Chen CML 45 0 0 24 Mar 2024
On the failure of the bootstrap for Chatterjee's rank correlation Zhexiao Lin Fang Han CML 37 9 0 24 Mar 2023
Model free variable importance for high dimensional data Naofumi Hama Masayoshi Mase Art B. Owen 23 1 0 15 Nov 2022
A survey of some recent developments in measures of association S. Chatterjee 16 14 0 09 Nov 2022
Azadkia-Chatterjee's correlation coefficient adapts to manifold data Fang Han Zhihan Huang 26 12 0 22 Sep 2022
FACT: High-Dimensional Random Forests Inference Chien-Ming Chi Yingying Fan Jinchi Lv 29 2 0 04 Jul 2022
Limit theorems of Chatterjee's rank correlation Zhexiao Lin Fang Han 43 22 0 17 Apr 2022
Deep Unlearning via Randomized Conditionally Independent Hessians Ronak R. Mehta Sourav Pal Vikas Singh Sathya Ravi MU 27 81 0 15 Apr 2022
Correcting Confounding via Random Selection of Background Variables You-Lin Chen Lenon Minorics Dominik Janzing CML 27 4 0 04 Feb 2022
Local permutation tests for conditional independence Ilmun Kim Matey Neykov Sivaraman Balakrishnan Larry A. Wasserman 31 27 0 22 Dec 2021
Quantifying directed dependence via dimension reduction Sebastian Fuchs 27 19 0 19 Dec 2021
A Fast Non-parametric Approach for Local Causal Structure Learning Mona Azadkia Armeen Taeb Peter Buhlmann CML 27 3 0 29 Nov 2021
An Asymptotic Test for Conditional Independence using Analytic Kernel Embeddings M. Scetbon Laurent Meunier Yaniv Romano 28 10 0 28 Oct 2021
On the Self-Penalization Phenomenon in Feature Selection Michael I. Jordan Keli Liu Feng Ruan 18 4 0 12 Oct 2021
On a multivariate copula-based dependence measure and its estimation Florian Griessenberger R. Junker W. Trutschnig 77 25 0 27 Sep 2021
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
Exact Detection Thresholds and Minimax Optimality of Chatterjee's Correlation Coefficient Arnab Auddy Nabarun Deb Sagnik Nandy 26 14 0 30 Apr 2021
Measuring dependence between random vectors via optimal transport Gilles Mordant Johan Segers OT 11 24 0 28 Apr 2021
Correlations with tailored extremal properties Sky Cao Peter J. Bickel 18 30 0 24 Aug 2020
Global Sensitivity Analysis: a new generation of mighty estimators based on rank statistics Fabrice Gamboa P. Gremaud T. Klein A. Lagnoux 26 42 0 03 Mar 2020
Minimax Optimal Conditional Independence Testing Matey Neykov Sivaraman Balakrishnan Larry A. Wasserman 17 43 0 09 Jan 2020
A new coefficient of correlation S. Chatterjee 26 250 0 23 Sep 2019
Testing conditional independence via Rosenblatt transforms Kyungchul Song 87 88 0 19 Nov 2009