Minimax Optimal Conditional Independence Testing

9 January 2020

Papers citing "Minimax Optimal Conditional Independence Testing"

12 / 12 papers shown

Title
A simple measure of conditional dependence Mona Azadkia S. Chatterjee 56 129 0 27 Oct 2019
The Hardness of Conditional Independence Testing and the Generalised Covariance Measure Rajen Dinesh Shah J. Peters 49 293 0 19 Apr 2018
Hypothesis Testing for High-Dimensional Multinomials: A Selective Review Sivaraman Balakrishnan Larry A. Wasserman 47 64 0 17 Dec 2017
Testing Conditional Independence of Discrete Distributions C. Canonne Ilias Diakonikolas D. Kane Alistair Stewart 78 55 0 30 Nov 2017
Model-Powered Conditional Independence Test Rajat Sen A. Suresh Karthikeyan Shanmugam A. Dimakis Sanjay Shakkottai VLM CML 26 91 0 18 Sep 2017
Hypothesis Testing For Densities and High-Dimensional Multinomials: Sharp Local Minimax Rates Sivaraman Balakrishnan Larry A. Wasserman 38 50 0 30 Jun 2017
Remember the Curse of Dimensionality: The Case of Goodness-of-Fit Testing in Arbitrary Dimension E. Arias-Castro Bruno Pelletier Venkatesh Saligrama 26 35 0 27 Jul 2016
Minimax rates of entropy estimation on large alphabets via best polynomial approximation Yihong Wu Pengkun Yang 71 220 0 01 Jul 2014
Kernel-based Conditional Independence Test and Application in Causal Discovery Kun Zhang J. Peters Dominik Janzing Bernhard Schölkopf BDL CML 60 618 0 14 Feb 2012
Nonparametric testing of conditional independence by means of the partial copula Wicher P. Bergsma 86 34 0 24 Jan 2011
Testing conditional independence using maximal nonlinear conditional correlation Tzee-Ming Huang 59 79 0 19 Oct 2010
Testing conditional independence via Rosenblatt transforms Kyungchul Song 104 87 0 19 Nov 2009