Discovery of Causal Models that Contain Latent Variables Through Bayesian Scoring of Independence Constraints

Fattaneh Jabbari, Joseph Ramsey, Peter Spirtes, Gregory F. Cooper. Discovery of Causal Models that Contain Latent Variables Through Bayesian Scoring of Independence Constraints. In Michelangelo Ceci, Jaakko Hollmén, Ljupco Todorovski, Celine Vens, Saso Dzeroski, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part II. Volume 10535 of Lecture Notes in Computer Science, pages 142-157, Springer, 2017. [doi]

Abstract

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