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Found 54 Documents (Results 1–54)

From statistical to causal learning. (English) Zbl 07822604

Beliaev, Dmitry (ed.) et al., International congress of mathematicians 2022, ICM 2022, Helsinki, Finland, virtual, July 6–14, 2022. Volume 7. Sections 15–20. Berlin: European Mathematical Society (EMS). 5540-5593 (2023).
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Causal inference in data analysis with applications to fairness and explanations. (English) Zbl 07729283

Bertossi, Leopoldo (ed.) et al., Reasoning web. Causality, explanations and declarative knowledge. 18th international summer school 2022, Berlin, Germany, September 27–30, 2022. Tutorial lectures. Cham: Springer. Lect. Notes Comput. Sci. 13759, 105-131 (2023).
MSC:  68T05 62D20
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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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