Telling Cause from Effect using MDL-based Local and Global Regression

26 September 2017

Papers citing "Telling Cause from Effect using MDL-based Local and Global Regression"

7 / 7 papers shown

Title
Structural restrictions in local causal discovery: identifying direct causes of a target variable Juraj Bodik V. Chavez-Demoulin CML 69 1 0 29 Jul 2023
Causal Inference on Discrete Data via Estimating Distance Correlations Furui Liu L. Chan CML 40 31 0 21 Mar 2018
Discovering Reliable Approximate Functional Dependencies Panagiotis Mandros Mario Boley Jilles Vreeken TDI 23 45 0 25 May 2017
Distinguishing cause from effect using observational data: methods and benchmarks Joris M. Mooij J. Peters Dominik Janzing Jakob Zscheischler Bernhard Schölkopf CML 112 138 0 11 Dec 2014
Causal Discovery with Continuous Additive Noise Models Jonas Peters Joris Mooij Dominik Janzing Bernhard Schölkopf CML 100 569 0 26 Sep 2013
On the Identifiability of the Post-Nonlinear Causal Model Kun Zhang Aapo Hyvarinen CML 194 564 0 09 May 2012
Causal inference using the algorithmic Markov condition Dominik Janzing Bernhard Schölkopf CML 160 306 0 23 Apr 2008