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Robust Generalized Low Rank Approximations of Matrices

In recent years, the intrinsic low rank structure of some datasets has been extensively exploited to reduce dimensionality, remove noise and complete the missing entries. As a well-known technique for dimensionality reduction and data compression, Generalized Low Rank Approximations of Matrices (GLR...

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Bibliografiska uppgifter
I publikationen:PLoS One
Huvudupphovsmän: Shi, Jiarong, Yang, Wei, Zheng, Xiuyun
Materialtyp: Artigo
Språk:Inglês
Publicerad: Public Library of Science 2015
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC4569376/
https://ncbi.nlm.nih.gov/pubmed/26367116
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0138028
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