Specifying Prior Beliefs over DAGs in Deep Bayesian Causal Structure Learning

Simon Rittel, Sebastian Tschiatschek. Specifying Prior Beliefs over DAGs in Deep Bayesian Causal Structure Learning. In Kobi Gal, Ann Nowé, Grzegorz J. Nalepa, Roy Fairstein, Roxana Radulescu, editors, ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems (PAIS 2023). Volume 372 of Frontiers in Artificial Intelligence and Applications, pages 1962-1969, IOS Press, 2023. [doi]

Abstract

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