On Causal and Anticausal Learning

On Causal and Anticausal Learning

27 June 2012

Bernhard Schölkopf

Dominik Janzing

Eleni Sgouritsa

Joris Mooij

Papers citing "On Causal and Anticausal Learning"

9 / 9 papers shown

Title
On the Role of Priors in Bayesian Causal Learning Bernhard C. Geiger Roman Kern CML 102 0 0 02 Apr 2025
Robustness of Nonlinear Representation Learning Simon Buchholz Bernhard Schölkopf OOD 388 4 0 19 Mar 2025
Falsification of Unconfoundedness by Testing Independence of Causal Mechanisms R. Karlsson Jesse H. Krijthe CML 114 1 0 10 Feb 2025
Systems with Switching Causal Relations: A Meta-Causal Perspective Moritz Willig Tim Nelson Tobiasch Florian Peter Busch Jonas Seng Devendra Singh Dhami Kristian Kersting CML 108 0 0 16 Oct 2024
Invariant Causal Prediction for Block MDPs Amy Zhang Clare Lyle Shagun Sodhani Angelos Filos Marta Z. Kwiatkowska Joelle Pineau Y. Gal Doina Precup OffRL AI4CE OOD 98 142 0 12 Mar 2020
On the Identifiability of the Post-Nonlinear Causal Model Kun Zhang Aapo Hyvarinen CML 194 565 0 09 May 2012
Inferring deterministic causal relations P. Daniušis Dominik Janzing Joris Mooij Jakob Zscheischler Bastian Steudel Kun Zhang Bernhard Schölkopf CML 115 192 0 15 Mar 2012
Robust Learning via Cause-Effect Models Bernhard Schölkopf Dominik Janzing J. Peters Kun Zhang CML OOD 73 7 0 12 Dec 2011
Causal inference using the algorithmic Markov condition Dominik Janzing Bernhard Schölkopf CML 160 306 0 23 Apr 2008