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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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書目詳細資料
發表在:PLoS One
Main Authors: Shi, Jiarong, Yang, Wei, Zheng, Xiuyun
格式: Artigo
語言:Inglês
出版: Public Library of Science 2015
主題:
在線閱讀: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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