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Foundations of Sum-Product Networks for Probabilistic Modeling. (2015)Active Bayesian Causal Inference., , , , , , и . NeurIPS, (2022)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)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)Minimal Random Code Learning: Getting Bits Back from Compressed Model Parameters., , и . CoRR, (2018)Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures., , , , , , и . CoRR, (2019)Deep Structured Mixtures of Gaussian Processes., , , и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 2251-2261. PMLR, (2020)Faster Attend-Infer-Repeat with Tractable Probabilistic Models., , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 5966-5975. PMLR, (2019)