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Found 64 Documents (Results 1–64)

Order-independent structure learning of multivariate regression chain graphs. (English) Zbl 1440.68217

Ben Amor, Nahla (ed.) et al., Scalable uncertainty management. 13th international conference, SUM 2019, Compiègne, France, December 16–18, 2019. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11940, 324-338 (2019).
MSC:  68T05
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Factorization, inference and parameter learning in discrete AMP chain graphs. (English) Zbl 1390.68672

Destercke, Sébastien (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 13th European conference, ECSQARU 2015, Compiègne, France, July 15–17, 2015. Proceedings. Cham: Springer (ISBN 978-3-319-20806-0/pbk; 978-3-319-20807-7/ebook). Lecture Notes in Computer Science 9161. Lecture Notes in Artificial Intelligence, 335-345 (2015).
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Every LWF and AMP chain graph originates from a set of causal models. (English) Zbl 1465.62114

Destercke, Sébastien (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 13th European conference, ECSQARU 2015, Compiègne, France, July 15–17, 2015. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 9161, 325-334 (2015).
MSC:  62H22
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