Enumerating Markov Equivalence Classes of Acyclic Digraph Models

10 January 2013

Papers citing "Enumerating Markov Equivalence Classes of Acyclic Digraph Models"

8 / 8 papers shown

Title
Active Structure Learning of Causal DAGs via Directed Clique Tree C. Squires Sara Magliacane Kristjan Greenewald Dmitriy A. Katz Murat Kocaoglu Karthikeyan Shanmugam CML 56 33 0 01 Nov 2020
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data Anthony C. Constantinou Yang Liu Kiattikun Chobtham Zhi-gao Guo N. K. Kitson CML 27 61 0 18 May 2020
Size of Interventional Markov Equivalence Classes in Random DAG Models Dmitriy A. Katz Karthikeyan Shanmugam C. Squires Caroline Uhler CML 27 9 0 05 Mar 2019
Selective Greedy Equivalence Search: Finding Optimal Bayesian Networks Using a Polynomial Number of Score Evaluations D. M. Chickering Christopher Meek 33 27 0 06 Jun 2015
Causal Inference and Causal Explanation with Background Knowledge Christopher Meek CML 216 626 0 20 Feb 2013
A Transformational Characterization of Equivalent Bayesian Network Structures D. M. Chickering 151 416 0 20 Feb 2013
Markov Chain Monte Carlo using Tree-Based Priors on Model Structure N. Angelopoulos James Cussens 53 24 0 10 Jan 2013
Markov equivalence for ancestral graphs R. A. Ali Thomas S. Richardson Peter Spirtes 107 111 0 25 Aug 2009