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Causal Structure Learning: A Combinatorial Perspective

In this review, we discuss approaches for learning causal structure from data, also called causal discovery. In particular, we focus on approaches for learning directed acyclic graphs and various generalizations which allow for some variables to be unobserved in the available data. We devote special...

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Detalles Bibliográficos
Autores principales: Squires, Chandler, Uhler, Caroline
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9342837/
https://www.ncbi.nlm.nih.gov/pubmed/35935470
http://dx.doi.org/10.1007/s10208-022-09581-9