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Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models.

, , , , and . NeurIPS, page 15019-15031. (2021)

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Extracting Adverse Drug Events from Text Using Human Advice., , , , and . AIME, volume 9105 of Lecture Notes in Computer Science, page 195-204. Springer, (2015)Counting Belief Propagation., , and . UAI, page 277-284. AUAI Press, (2009)Bootstrapping Knowledge Base Acceleration., , , , and . TREC, volume 500-302 of NIST Special Publication, National Institute of Standards and Technology (NIST), (2013)Initial Empirical Evaluation of Anytime Lifted Belief Propagation., , , and . StarAI@UAI, (2012)Preface., , , and . StarAI@AAAI, volume WS-14-13 of AAAI Technical Report, AAAI, (2014)Explaining Deep Tractable Probabilistic Models: The sum-product network case., , , , , and . PGM, volume 186 of Proceedings of Machine Learning Research, page 325-336. PMLR, (2022)Relational Boosted Bandits., , and . AAAI, page 12123-12130. AAAI Press, (2021)Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains., , , , , and . AAAI, page 3828-3835. AAAI Press, (2018)Pattern recognition of spectral entropy features for detection of alcoholic and control visual ERP's in multichannel EEGs., and . Brain Informatics, 4 (2): 147-158 (2017)A Machine Learning Pipeline for Three-Way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the Brain., , , , , , , , and . ICMLA (1), page 203-208. IEEE, (2012)