Robustness Guarantees for Credal Bayesian Networks via Constraint Relaxation over Probabilistic Circuits

Hjalmar Wijk, Benjie Wang, Marta Kwiatkowska. Robustness Guarantees for Credal Bayesian Networks via Constraint Relaxation over Probabilistic Circuits. In Luc De Raedt, editor, Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022. pages 4885-4892, ijcai.org, 2022. [doi]

Authors

Hjalmar Wijk

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Benjie Wang

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Marta Kwiatkowska

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