The Randomized Dependence Coefficient

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The Randomized Dependence Coefficient

29 April 2013

David Lopez-Paz

Bernhard Schölkopf

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Papers citing "The Randomized Dependence Coefficient"

13 / 63 papers shown

Title
Nonlinear variable selection with continuous outcome: a nonparametric incremental forward stagewise approach Tianwei Yu 37 2 0 20 Jan 2016
Large-Scale Approximate Kernel Canonical Correlation Analysis Weiran Wang Karen Livescu 132 54 0 15 Nov 2015
Optimal Copula Transport for Clustering Multivariate Time Series Gautier Marti Frank Nielsen Philippe Donnat OT AI4TS 142 8 0 27 Sep 2015
An Empirical Study of Leading Measures of Dependence David N. Reshef Yakir A. Reshef Pardis C Sabeti Michael Mitzenmacher 87 18 0 09 May 2015
Measuring dependence powerfully and equitably Yakir A. Reshef David N. Reshef H. Finucane Pardis C Sabeti Michael Mitzenmacher 189 82 0 09 May 2015
Equitability, interval estimation, and statistical power Yakir A. Reshef David N. Reshef Pardis C Sabeti Michael Mitzenmacher 84 11 0 09 May 2015
An Extreme-Value Approach for Testing the Equality of Large U-Statistic Based Correlation Matrices Cheng Zhou Fang Han Xinsheng Zhang Han Liu 89 8 0 11 Feb 2015
Equitability of Dependence Measure Hangjin Jiang Kan Liu Yiming Ding 61 1 0 09 Jan 2015
New improvements in the use of dependence measures for sensitivity analysis and screening Matthias De Lozzo A. Marrel 96 52 0 03 Dec 2014
The Randomized Causation Coefficient David Lopez-Paz Krikamol Muandet Benjamin Recht OOD CML 83 35 0 15 Sep 2014
Theoretical Foundations of Equitability and the Maximal Information Coefficient Yakir A. Reshef David N. Reshef Pardis C Sabeti Michael Mitzenmacher FAtt 61 11 0 21 Aug 2014
Randomized Nonlinear Component Analysis David Lopez-Paz S. Sra Alex Smola Zoubin Ghahramani Bernhard Schölkopf 146 177 0 01 Feb 2014
Dependence Measure for non-additive model Hangjin Jiang Yiming Ding 65 1 0 06 Oct 2013