A Characterization of Markov Equivalence Classes for Directed Acyclic Graphs with Latent Variables

20 June 2012

Papers citing "A Characterization of Markov Equivalence Classes for Directed Acyclic Graphs with Latent Variables"

6 / 6 papers shown

Title
dcFCI: Robust Causal Discovery Under Latent Confounding, Unfaithfulness, and Mixed Data Adèle Ribeiro Dominik Heider CML 26 0 0 10 May 2025
Human-in-the-Loop Causal Discovery under Latent Confounding using Ancestral GFlowNets Tiago da Silva Eliezer de Souza da Silva Adèle Ribeiro António Góis Dominik Heider Samuel Kaski Diego Mesquita CML 43 6 0 21 Sep 2023
Weak equivalence of local independence graphs Søren Wengel Mogensen 19 3 0 24 Feb 2023
Causal Inference in the Presence of Latent Variables and Selection Bias Peter Spirtes Christopher Meek Thomas S. Richardson CML 147 434 0 20 Feb 2013
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