Causal Discovery with a Mixture of DAGs

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Causal Discovery with a Mixture of DAGs

28 January 2019

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Papers citing "Causal Discovery with a Mixture of DAGs"

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Title
Constraint-based Causal Discovery for Non-Linear Structural Causal Models with Cycles and Latent Confounders Patrick Forré Joris M. Mooij CML 59 56 0 09 Jul 2018
A Constraint-Based Algorithm For Causal Discovery with Cycles, Latent Variables and Selection Bias Eric V. Strobl CML 52 30 0 05 May 2018
Markov Properties for Graphical Models with Cycles and Latent Variables Patrick Forré Joris M. Mooij 52 73 0 24 Oct 2017
Approximate Kernel-based Conditional Independence Tests for Fast Non-Parametric Causal Discovery Eric V. Strobl Kun Zhang Shyam Visweswaran BDL 58 178 0 13 Feb 2017
Joint Causal Inference from Multiple Contexts Joris M. Mooij Sara Magliacane Tom Claassen CML 99 15 0 30 Nov 2016
Identifiability and Transportability in Dynamic Causal Networks Gilles Blondel Marta Arias Ricard Gavaldà CML 40 16 0 18 Oct 2016
Graphs for margins of Bayesian networks R. Evans CML UQCV 75 91 0 08 Aug 2014
Constraint-based Causal Discovery from Multiple Interventions over Overlapping Variable Sets Sofia Triantafillou Ioannis Tsamardinos CML 131 150 0 10 Mar 2014
Discovering Cyclic Causal Models with Latent Variables: A General SAT-Based Procedure Antti Hyttinen P. Hoyer F. Eberhardt Matti Järvisalo CML 76 90 0 26 Sep 2013
Directed Cyclic Graphical Representations of Feedback Models Peter Spirtes CML 112 239 0 20 Feb 2013
A Discovery Algorithm for Directed Cyclic Graphs Thomas S. Richardson CML 131 194 0 13 Feb 2013
Learning Mixtures of DAG Models B. Thiesson Christopher Meek D. M. Chickering David Heckerman TPM 409 80 0 30 Jan 2013
Order-independent constraint-based causal structure learning Diego Colombo Marloes H. Maathuis CML 121 605 0 14 Nov 2012
Geometry of the faithfulness assumption in causal inference Caroline Uhler Garvesh Raskutti Peter Buhlmann B. Yu 114 222 0 02 Jul 2012
Learning high-dimensional directed acyclic graphs with latent and selection variables Diego Colombo Marloes H. Maathuis M. Kalisch Thomas S. Richardson CML 126 466 0 29 Apr 2011

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