Jointly interventional and observational data: estimation of interventional Markov equivalence classes of directed acyclic graphs

13 March 2013

Papers citing "Jointly interventional and observational data: estimation of interventional Markov equivalence classes of directed acyclic graphs"

9 / 9 papers shown

Title
Characterization and Greedy Learning of Gaussian Structural Causal Models under Unknown Interventions Juan L. Gamella Armeen Taeb C. Heinze-Deml Peter Buhlmann CML 156 8 0 13 Mar 2025
Cyclic Causal Discovery from Continuous Equilibrium Data Joris Mooij Tom Heskes 69 82 0 26 Sep 2013
On the Equivalence of Causal Models Thomas Verma Judea Pearl 102 27 0 27 Mar 2013
Learning Equivalence Classes of Bayesian Networks Structures D. M. Chickering 101 832 0 13 Feb 2013
Causal Discovery from Changes Jin Tian Judea Pearl CML 116 165 0 10 Jan 2013
On the Number of Experiments Sufficient and in the Worst Case Necessary to Identify All Causal Relations Among N Variables F. Eberhardt Clark Glymour R. Scheines 95 155 0 04 Jul 2012
A simple approach for finding the globally optimal Bayesian network structure T. Silander P. Myllymäki TPM 92 398 0 27 Jun 2012
Identifiability of Causal Graphs using Functional Models J. Peters Joris Mooij Dominik Janzing Bernhard Schölkopf 94 155 0 14 Feb 2012
Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs Alain Hauser Peter Buhlmann CML 95 426 0 14 Apr 2011