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Material Type: Artigo de Congresso
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Exploring the space of probabilistic sentential decision diagramsLilith Mattei Decio Lauro Soares; Alessandro Antonucci; Denis Deratani Mauá; Alessandro Facchini; Workshop on Tractable Probabilistic Modeling - TPM (3. 2019 Long Beach, California); International Conference on Machine Learning - ICML (36. 2019 Long Beach, California)Proceedings of Machine Learning Research - PMLR San Diego : International Conference on Machine Learning, 2019San Diego International Conference on Machine Learning 2019Acesso online. A biblioteca também possui exemplares impressos. |
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Material Type: Artigo de Congresso
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Two reformulation approaches to maximum-a-posteriori inference in sum-product networksDenis Deratani Mauá Heitor Reis Ribeiro; Gustavo Perez Katague; Alessandro Antonucci; International Conference on Probabilistic Graphical Models (10. 2020 Skørping, Denmark)Proceedings of Machine Learning Research Brookline v. 138, p. 293-304, 2020Brookline 2020Acesso online. A biblioteca também possui exemplares impressos. |
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Material Type: Artigo de Congresso
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Cautious classification with data missing not at random using generative random forestsJulissa Giuliana Villanueva Llerena Denis Deratani Mauá; Alessandro Antonucci; European Conference on Symbolic and Quantitative Approaches with Uncertainty - ECSQARU (16. 2021 Prague)Proceedings Cham : Springer, 2021Cham Springer 2021Localização: IME - Inst. Matemática e Estatística (PROD-3052122 )(Acessar) |
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Material Type: Artigo
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Tractable inference in credal sentential decision diagramsLilith Mattei Alessandro Antonucci; Denis Deratani Mauá; Alessandro Facchini; Julissa Giuliana Villanueva LlerenaInternational Journal of Approximate Reasoning New York v. 125, p. 26-48, 2020New York 2020Localização: IME - Inst. Matemática e Estatística (PROD-3000865 )(Acessar) |