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Learning Bayesian networks with local structure, mixed variables, and exact algorithms.

, , and . Int. J. Approx. Reason., (2019)

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Robust learning of inhomogeneous PMMs., , , and . AISTATS, volume 33 of JMLR Workshop and Conference Proceedings, page 229-237. JMLR.org, (2014)Finding Optimal Bayesian Networks with Local Structure., , and . PGM, volume 72 of Proceedings of Machine Learning Research, page 451-462. PMLR, (2018)Transfer Learning for T-Cell Response Prediction., , and . CoRR, (2024)Pruning Rules for Learning Parsimonious Context Trees., and . UAI, AUAI Press, (2016)Intersection-Validation: A Method for Evaluating Structure Learning without Ground Truth., , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 1570-1578. PMLR, (2018)On Structure Priors for Learning Bayesian Networks, , , and . (2019)Algorithms for learning parsimonious context trees., , and . Mach. Learn., 108 (6): 879-911 (2019)Inferring intra-motif dependencies of DNA binding sites from ChIP-seq data., , , and . BMC Bioinform., (2015)Weighted elastic net for unsupervised domain adaptation with application to age prediction from DNA methylation data., , , , and . Bioinform., 35 (14): i154-i163 (2019)Extended Sunflower Hidden Markov Models for the recognition of homotypic cis-regulatory modules, , and . (2013)