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Found 34 Documents (Results 1–34)

Copula grow-shrink algorithm for structural learning. (English) Zbl 1436.62188

Greselin, Francesca (ed.) et al., Statistical learning of complex data. Selected papers of the 11th scientific meeting of the Classification and Data Analysis Group of the Italian Statistical Society (CLADAG 2017), Milan, Italy, September 13–15, 2017. Cham: Springer. Stud. Classification Data Anal. Knowl. Organ., 163-171 (2019).
MSC:  62H05 68T05 62H20
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Causal decision theory. (English) Zbl 1384.03083

Arló-Costa, Horacio (ed.) et al., Readings in formal epistemology. Sourcebook. Edited with the assistance of Henrik Boensvang and Rasmus K. Rendsvig. Cham: Springer (ISBN 978-3-319-20450-5/hbk; 978-3-319-20451-2/ebook). Springer Graduate Texts in Philosophy 1, 457-491 (2016).
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Graphical models and message-passing algorithms: some introductory lectures. (English) Zbl 1338.62017

Fagnani, Fabio (ed.) et al., Mathematical foundations of complex networked information systems. Lectures of the CIME course. Politecnico di Torino, Verrès, Italy 2009. Cham: Springer; Florence: Fondazione CIME (ISBN 978-3-319-16966-8/pbk; 978-3-319-16967-5/ebook). Lecture Notes in Mathematics 2141. CIME Foundation Subseries, 51-108 (2015).
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Mixture of Markov trees for Bayesian network structure learning with small datasets in high dimensional space. (English) Zbl 1341.68149

Liu, Weiru (ed.), Symbolic and quantitative approaches to reasoning with uncertainty. 11th European conference, ECSQARU 2011, Belfast, UK, June 29 – July 1, 2011. Proceedings. Berlin: Springer (ISBN 978-3-642-22151-4/pbk). Lecture Notes in Computer Science 6717. Lecture Notes in Artificial Intelligence, 229-238 (2011).
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