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InferPy: Probabilistic Modeling with Deep Neural Networks Made Easy.

, , , и . CoRR, (2019)

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Rafael Plonka

Impact of the interface on the paraelectric-to-ferroelectric phase transition in epitaxial BaSrTiO_tn3 thin film capacitors. TU Aachen, (2007)

Rafael Weber

Rafael Bielmeier

Rafael Capurro

Rafael Valdueza

 

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EM Based Bounding of Unidentifiable Queries in Structural Causal Models., , и . CoRR, (2020)Learning to Bound Counterfactual Inference in Structural Causal Models from Observational and Randomised Data., , , и . CoRR, (2022)Approximating counterfactual bounds while fusing observational, biased and randomised data sources., , , и . Int. J. Approx. Reason., (ноября 2023)Evaluating Asymmetric Decision Problems with Binary Constraint Trees., , и . ECSQARU, том 7958 из Lecture Notes in Computer Science, стр. 85-96. Springer, (2013)Value-based potentials: Exploiting quantitative information regularity patterns in probabilistic graphical models., , , , и . Int. J. Intell. Syst., 36 (11): 6913-6943 (2021)InferPy: Probabilistic modeling with Tensorflow made easy., , и . Knowl. Based Syst., (2019)Approximate Lazy Evaluation of Influence Diagrams., , , и . CAEPIA, том 8109 из Lecture Notes in Computer Science, стр. 321-331. Springer, (2013)CREDICI: A Java Library for Causal Inference by Credal Networks., , , и . PGM, том 138 из Proceedings of Machine Learning Research, стр. 597-600. PMLR, (2020)CREPO: An Open Repository to Benchmark Credal Network Algorithms., и . ISIPTA, том 147 из Proceedings of Machine Learning Research, стр. 352-356. PMLR, (2021)Virtual Subconcept Drift Detection in Discrete Data Using Probabilistic Graphical Models., , , , и . IPMU (3), том 855 из Communications in Computer and Information Science, стр. 616-628. Springer, (2018)