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Integrative Multi-View Regression: Bridging Group-Sparse and Low-Rank Models

Multi-view data have been routinely collected in various fields of science and engineering. A general problem is to study the predictive association between multivariate responses and multi-view predictor sets, all of which can be of high dimensionality. It is likely that only a few views are releva...

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Bibliografske podrobnosti
izdano v:Biometrics
Main Authors: Li, Gen, Liu, Xiaokang, Chen, Kun
Format: Artigo
Jezik:Inglês
Izdano: 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6849205/
https://ncbi.nlm.nih.gov/pubmed/30456759
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.13006
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