A local method for identifying causal relations under Markov equivalence
Zhuangyan Fang, Yue Liu, Zhi Geng, Shengyu Zhu, Yangbo He
Topics & Concepts
Directed acyclic graphGraphical modelConditional independenceCausality (physics)Markov chainCausal modelVariable (mathematics)Causal structureMathematicsArtificial intelligenceComputer scienceIndependence (probability theory)Markov modelTheoretical computer scienceMachine learningAlgorithmStatisticsQuantum mechanicsPhysicsMathematical analysisBayesian Modeling and Causal InferenceCognitive Science and MappingAdvanced Graph Neural Networks