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Pathway Graphical Lasso

Graphical models provide a rich framework for summarizing the dependencies among variables. The graphical lasso approach attempts to learn the structure of a Gaussian graphical model (GGM) by maximizing the log likelihood of the data, subject to an l(1) penalty on the elements of the inverse co-vari...

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Dades bibliogràfiques
Publicat a:Proc AAAI Conf Artif Intell
Autors principals: Grechkin, Maxim, Fazel, Maryam, Witten, Daniela, Lee, Su-In
Format: Artigo
Idioma:Inglês
Publicat: 2015
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4497513/
https://ncbi.nlm.nih.gov/pubmed/26167394
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