Causal Generative Neural Networks

v1v2 (latest)

Causal Generative Neural Networks

24 November 2017

Diviyan Kalainathan

Philippe Caillou

Isabelle M Guyon

David Lopez-Paz

Michèle Sebag

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Papers citing "Causal Generative Neural Networks"

13 / 13 papers shown

Title
Structure Learning in Graphical Modeling Mathias Drton Marloes H. Maathuis CML 88 250 0 07 Jun 2016
Conditional distribution variability measures for causality detection José A. R. Fonollosa CML 33 44 0 25 Jan 2016
High-dimensional consistency in score-based and hybrid structure learning Preetam Nandy Alain Hauser Marloes H. Maathuis 75 130 0 09 Jul 2015
Generative Moment Matching Networks Yujia Li Kevin Swersky R. Zemel OOD GAN 116 847 0 10 Feb 2015
Causal Discovery with Continuous Additive Noise Models Jonas Peters Joris Mooij Dominik Janzing Bernhard Schölkopf CML 106 573 0 26 Sep 2013
Causal Inference in the Presence of Latent Variables and Selection Bias Peter Spirtes Christopher Meek Thomas S. Richardson CML 201 445 0 20 Feb 2013
Order-independent constraint-based causal structure learning Diego Colombo Marloes H. Maathuis CML 124 606 0 14 Nov 2012
On the Identifiability of the Post-Nonlinear Causal Model Kun Zhang Aapo Hyvarinen CML 204 564 0 09 May 2012
Inferring deterministic causal relations P. Daniušis Dominik Janzing Joris Mooij Jakob Zscheischler Bastian Steudel Kun Zhang Bernhard Schölkopf CML 117 192 0 15 Mar 2012
Kernel-based Conditional Independence Test and Application in Causal Discovery Kun Zhang J. Peters Dominik Janzing Bernhard Schölkopf BDL CML 107 631 0 14 Feb 2012
High-Dimensional Feature Selection by Feature-Wise Kernelized Lasso M. Yamada Wittawat Jitkrittum Leonid Sigal Eric Xing Masashi Sugiyama 205 301 0 02 Feb 2012
Learning high-dimensional directed acyclic graphs with latent and selection variables Diego Colombo Marloes H. Maathuis M. Kalisch Thomas S. Richardson CML 126 466 0 29 Apr 2011
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 233 2,365 0 15 May 2008