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Learning Bayesian Networks with Bounded Tree-width via Guided Search.

, , and . AAAI, page 3294-3300. AAAI Press, (2016)

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Inference with Multinomial Data: Why to Weaken the Prior Strength., and . IJCAI, page 2107-2112. IJCAI/AAAI, (2011)Robustness in Sum-Product Networks with Continuous and Categorical Data., , , and . ISIPTA, volume 103 of Proceedings of Machine Learning Research, page 156-158. PMLR, (2019)Min-BDeu and Max-BDeu Scores for Learning Bayesian Networks., , and . Probabilistic Graphical Models, volume 8754 of Lecture Notes in Computer Science, page 426-441. Springer, (2014)Probabilistic Logic with Strong Independence., , and . IBERAMIA-SBIA, volume 4140 of Lecture Notes in Computer Science, page 612-621. Springer, (2006)Approximate credal network updating by linear programming with applications to decision making., , , and . Int. J. Approx. Reason., (2015)Continuous Mixtures of Tractable Probabilistic Models., , , , and . AAAI, page 7244-7252. AAAI Press, (2023)Improving Bayesian Network parameter learning using constraints., and . ICPR, page 1-4. IEEE Computer Society, (2008)On Pruning for Score-Based Bayesian Network Structure Learning., , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 2709-2718. PMLR, (2020)Entropy-based pruning for learning Bayesian networks using BIC., , , and . Artif. Intell., (2018)Joint Analysis of Multiple Algorithms and Performance Measures., and . New Gener. Comput., 35 (1): 69-86 (2017)