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Structured Learning of Gaussian Graphical Models

We consider estimation of multiple high-dimensional Gaussian graphical models corresponding to a single set of nodes under several distinct conditions. We assume that most aspects of the networks are shared, but that there are some structured differences between them. Specifically, the network diffe...

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Detalhes bibliográficos
Main Authors: Mohan, Karthik, Chung, Michael Jae-Yoon, Han, Seungyeop, Witten, Daniela, Lee, Su-In, Fazel, Maryam
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4211023/
https://ncbi.nlm.nih.gov/pubmed/25360066
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