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SOFAR: Large-Scale Association Network Learning

Many modern big data applications feature large scale in both numbers of responses and predictors. Better statistical efficiency and scientific insights can be enabled by understanding the large-scale response-predictor association network structures via layers of sparse latent factors ranked by imp...

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Detalhes bibliográficos
Publicado no:IEEE Trans Inf Theory
Main Authors: Uematsu, Yoshimasa, Fan, Yingying, Chen, Kun, Lv, Jinchi, Lin, Wei
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7970712/
https://ncbi.nlm.nih.gov/pubmed/33746241
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/tit.2019.2909889
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