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Darwinian Networks.

, , and . Canadian AI, volume 9091 of Lecture Notes in Computer Science, page 16-29. Springer, (2015)

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Upward Pass Semantics in Arithmetic Circuit Inference., , , , and . Canadian AI, Canadian Artificial Intelligence Association, (2023)Relevant Path Separation: A Faster Method for Testing Independencies in Bayesian Networks., , and . Probabilistic Graphical Models, volume 52 of JMLR Workshop and Conference Proceedings, page 74-85. JMLR.org, (2016)Bayesian Network Inference Using Marginal Trees., , and . Probabilistic Graphical Models, volume 8754 of Lecture Notes in Computer Science, page 81-96. Springer, (2014)On Converting Sum-Product Networks into Bayesian Networks., , and . Canadian AI, volume 10233 of Lecture Notes in Computer Science, page 329-334. (2017)Resolving Inconsistencies of Scope Interpretations in Sum-Product Networks., , and . Canadian AI, volume 10233 of Lecture Notes in Computer Science, page 305-315. (2017)On the Tree Structure of Deep Convolutional Sum-Product Networks., , , and . FLAIRS, page 500-503. AAAI Press, (2019)An empirical study of Bayesian network inference with simple propagation., , , and . Int. J. Approx. Reason., (2018)Simple Propagation with Arc-Reversal in Bayesian Networks., , , and . PGM, volume 72 of Proceedings of Machine Learning Research, page 260-271. PMLR, (2018)Solving Influence Diagrams with Simple Propagation., , , and . Canadian AI, volume 11489 of Lecture Notes in Computer Science, page 68-79. Springer, (2019)Deep Convolutional Sum-Product Networks., , , and . AAAI, page 3248-3255. AAAI Press, (2019)