Constraint-based Causal Discovery from Multiple Interventions over Overlapping Variable Sets

10 March 2014

Papers citing "Constraint-based Causal Discovery from Multiple Interventions over Overlapping Variable Sets"

14 / 14 papers shown

Title
Constraint-based causal discovery with tiered background knowledge and latent variables in single or overlapping datasets Christine W. Bang Vanessa Didelez CML 128 0 0 27 Mar 2025
Causal Temporal Regime Structure Learning Abdellah Rahmani Pascal Frossard CML 244 2 0 20 Feb 2025
Explaining the Behavior of Black-Box Prediction Algorithms with Causal Learning Numair Sani Daniel Malinsky I. Shpitser CML 148 16 0 10 Jan 2025
Sparse Nested Markov models with Log-linear Parameters I. Shpitser R. Evans Thomas S. Richardson J. M. Robins CML 70 11 0 26 Sep 2013
Cyclic Causal Discovery from Continuous Equilibrium Data Joris Mooij Tom Heskes 72 82 0 26 Sep 2013
Discovering Cyclic Causal Models with Latent Variables: A General SAT-Based Procedure Antti Hyttinen P. Hoyer F. Eberhardt Matti Järvisalo CML 92 90 0 26 Sep 2013
Learning Gaussian Networks D. Geiger David Heckerman TPM 84 500 0 27 Feb 2013
Causal Discovery of Linear Cyclic Models from Multiple Experimental Data Sets with Overlapping Variables Antti Hyttinen F. Eberhardt P. Hoyer CML 82 15 0 16 Oct 2012
A Bayesian Approach to Constraint Based Causal Inference Tom Claassen Tom Heskes TPM 91 100 0 16 Oct 2012
Adjacency-Faithfulness and Conservative Causal Inference Joseph Ramsey Jiji Zhang Peter Spirtes 109 276 0 27 Jun 2012
Maximum likelihood fitting of acyclic directed mixed graphs to binary data R. Evans Thomas S. Richardson 75 25 0 15 Mar 2012
Learning high-dimensional directed acyclic graphs with latent and selection variables Diego Colombo Marloes H. Maathuis M. Kalisch Thomas S. Richardson CML 126 467 0 29 Apr 2011
Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs Alain Hauser Peter Buhlmann CML 98 426 0 14 Apr 2011
Markov equivalence for ancestral graphs R. A. Ali Thomas S. Richardson Peter Spirtes 159 112 0 25 Aug 2009