Entropic Inequality Constraints from e-separation Relations in Directed Acyclic Graphs with Hidden Variables

Noam Finkelstein, Beata Zjawin, Elie Wolfe, Ilya Shpitser, Robert W. Spekkens. Entropic Inequality Constraints from e-separation Relations in Directed Acyclic Graphs with Hidden Variables. In Cassio P. de Campos, Marloes H. Maathuis, Erik Quaeghebeur, editors, Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2021, Virtual Event, 27-30 July 2021. Volume 161 of Proceedings of Machine Learning Research, pages 1045-1055, AUAI Press, 2021. [doi]

Abstract

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