A Constraint-Based Algorithm For Causal Discovery with Cycles, Latent Variables and Selection Bias

5 May 2018

Papers citing "A Constraint-Based Algorithm For Causal Discovery with Cycles, Latent Variables and Selection Bias"

12 / 12 papers shown

Title
Constraint-based Causal Discovery for Non-Linear Structural Causal Models with Cycles and Latent Confounders Patrick Forré Joris M. Mooij CML 81 56 0 09 Jul 2018
Markov Properties for Graphical Models with Cycles and Latent Variables Patrick Forré Joris M. Mooij 68 74 0 24 Oct 2017
Approximate Kernel-based Conditional Independence Tests for Fast Non-Parametric Causal Discovery Eric V. Strobl Kun Zhang Shyam Visweswaran BDL 73 178 0 13 Feb 2017
Identifiability and Transportability in Dynamic Causal Networks Gilles Blondel Marta Arias Ricard Gavaldà CML 47 17 0 18 Oct 2016
Graphs for margins of Bayesian networks R. Evans CML UQCV 99 92 0 08 Aug 2014
Cyclic Causal Discovery from Continuous Equilibrium Data Joris Mooij Tom Heskes 75 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 103 90 0 26 Sep 2013
Causal Inference in the Presence of Latent Variables and Selection Bias Peter Spirtes Christopher Meek Thomas S. Richardson CML 206 448 0 20 Feb 2013
Directed Cyclic Graphical Representations of Feedback Models Peter Spirtes CML 127 239 0 20 Feb 2013
Causal Inference and Causal Explanation with Background Knowledge Christopher Meek CML 288 638 0 20 Feb 2013
A Discovery Algorithm for Directed Cyclic Graphs Thomas S. Richardson CML 138 195 0 13 Feb 2013
Learning high-dimensional directed acyclic graphs with latent and selection variables Diego Colombo Marloes H. Maathuis M. Kalisch Thomas S. Richardson CML 132 467 0 29 Apr 2011