Conditional Dependence via U-Statistics Pruning

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Conditional Dependence via U-Statistics Pruning

21 October 2024

Ferran de Cabrera

Marc Vilà-Insa

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Papers citing "Conditional Dependence via U-Statistics Pruning"

7 / 7 papers shown

Title
A Measure-Theoretic Approach to Kernel Conditional Mean Embeddings Junhyung Park Krikamol Muandet 74 84 0 10 Feb 2020
Randomized incomplete $U$ -statistics in high dimensions Xiaohui Chen Kengo Kato 46 42 0 03 Dec 2017
Approximate Kernel-based Conditional Independence Tests for Fast Non-Parametric Causal Discovery Eric V. Strobl Kun Zhang Shyam Visweswaran BDL 58 178 0 13 Feb 2017
Interaction Information for Causal Inference: The Case of Directed Triangle AmirEmad Ghassami Negar Kiyavash 45 23 0 30 Jan 2017
Kernel-based Tests for Joint Independence Niklas Pfister Peter Buhlmann Bernhard Schölkopf J. Peters 62 186 0 01 Mar 2016
Kernel-based Conditional Independence Test and Application in Causal Discovery Kun Zhang J. Peters Dominik Janzing Bernhard Schölkopf BDL CML 107 632 0 14 Feb 2012
Measuring and testing dependence by correlation of distances G. Székely Maria L. Rizzo N. K. Bakirov 279 2,603 0 28 Mar 2008