Abstraction between Structural Causal Models: A Review of Definitions and Properties

18 July 2022

Papers citing "Abstraction between Structural Causal Models: A Review of Definitions and Properties"

4 / 4 papers shown

Title
Compositional Abstraction Error and a Category of Causal Models E. F. Rischel S. Weichwald 73 27 0 29 Mar 2021
Towards Causal Representation Learning Bernhard Schölkopf Francesco Locatello Stefan Bauer Nan Rosemary Ke Nal Kalchbrenner Anirudh Goyal Yoshua Bengio OOD CML AI4CE 123 322 0 22 Feb 2021
Abstracting Causal Models Sander Beckers Joseph Y. Halpern 84 107 0 10 Dec 2018
Causal Consistency of Structural Equation Models Paul Kishan Rubenstein S. Weichwald Stephan Bongers Joris M. Mooij Dominik Janzing Moritz Grosse-Wentrup Bernhard Schölkopf CML 83 128 0 04 Jul 2017