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Simultaneous Clustering and Estimation of Heterogeneous Graphical Models

We consider joint estimation of multiple graphical models arising from heterogeneous and high-dimensional observations. Unlike most previous approaches which assume that the cluster structure is given in advance, an appealing feature of our method is to learn cluster structure while estimating heter...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:J Mach Learn Res
Egile Nagusiak: Hao, Botao, Sun, Will Wei, Liu, Yufeng, Cheng, Guang
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2018
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC6338433/
https://ncbi.nlm.nih.gov/pubmed/30662373
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