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Improved Local Search in Bayesian Networks Structure Learning.

, , and . AMBN, volume 73 of Proceedings of Machine Learning Research, page 45-56. PMLR, (2017)

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Exact credal treatment of missing data. Journal of Statistical Planning and Inference, 105 (1): 105--122 (Jun 15, 2002)The naive credal classifier. Journal of Statistical Planning and Inference, 105 (1): 5--21 (Jun 15, 2002)Reliable diagnoses of dementia by the naive credal classifier inferred from incomplete cognitive data, , and . (2002)Robust Filtering Through Coherent Lower Previsions., , and . IEEE Trans. Automat. Contr., 56 (7): 1567-1581 (2011)Updating beliefs with incomplete observations, and . CoRR, (2003)Equivalence Between Bayesian and Credal Nets on an Updating Problem., and . SMPS, volume 37 of Advances in Soft Computing, page 223-230. Springer, (2006)The Sure Thing., and . ISIPTA, volume 147 of Proceedings of Machine Learning Research, page 342-351. PMLR, (2021)Bounding Counterfactuals under Selection Bias., , , , and . PGM, volume 186 of Proceedings of Machine Learning Research, page 289-300. PMLR, (2022)Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis., , , and . CoRR, (2016)Inference and risk measurement with the pari-mutuel model., , and . Int. J. Approx. Reason., 51 (9): 1145-1158 (2010)