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Foundations of Sum-Product Networks for Probabilistic Modeling. (2015)On Theoretical Properties of Sum-Product Networks., , , и . AISTATS, том 38 из JMLR Workshop and Conference Proceedings, JMLR.org, (2015)The Most Generative Maximum Margin Bayesian Networks., , и . ICML (3), том 28 из JMLR Workshop and Conference Proceedings, стр. 235-243. JMLR.org, (2013)Active Bayesian Causal Inference., , , , , , и . NeurIPS, (2022)On representation learning for artificial bandwidth extension., , и . INTERSPEECH, стр. 791-795. ISCA, (2015)Manual versus Automated: The Challenging Routine of Infant Vocalisation Segmentation in Home Videos to Study Neuro(mal)development., , , , , , и . INTERSPEECH, стр. 2997-3001. ISCA, (2016)Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures., , , , , , и . PGM, том 138 из Proceedings of Machine Learning Research, стр. 401-412. PMLR, (2020)Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning., , , , , , , и . UAI, том 115 из Proceedings of Machine Learning Research, стр. 334-344. AUAI Press, (2019)Hierarchical Decompositional Mixtures of Variational Autoencoders., и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 6115-6124. PMLR, (2019)Optimisation of Overparametrized Sum-Product Networks., , и . CoRR, (2019)