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A Bayesian Approach for Estimating Causal Effects from Observational Data.

, , , and . AAAI, page 5395-5402. AAAI Press, (2020)

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Partial Order MCMC for Structure Discovery in Bayesian Networks, , and . CoRR, (2012)Partitioning into Sets of Bounded Cardinality.. IWPEC, volume 5917 of Lecture Notes in Computer Science, page 258-263. Springer, (2009)Finding Optimal Bayesian Networks with Local Structure., , and . PGM, volume 72 of Proceedings of Machine Learning Research, page 451-462. PMLR, (2018)Exact Structure Discovery in Bayesian Networks with Less Space., and . UAI, page 436-443. AUAI Press, (2009)Layering-MCMC for Structure Learning in Bayesian Networks., and . UAI, volume 124 of Proceedings of Machine Learning Research, page 839-848. AUAI Press, (2020)Treedy: A Heuristic for Counting and Sampling Subsets., and . UAI, AUAI Press, (2013)Revisiting Bayesian network learning with small vertex cover., and . UAI, volume 216 of Proceedings of Machine Learning Research, page 819-828. PMLR, (2023)Approximating the Permanent with Deep Rejection Sampling., , and . NeurIPS, page 213-224. (2021)Trustworthy Monte Carlo., , and . NeurIPS, (2022)Error-Correcting and Verifiable Parallel Inference in Graphical Models., , and . AAAI, page 10194-10201. AAAI Press, (2020)