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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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Bibliografske podrobnosti
izdano v:PLoS One
Main Authors: Shi, Jiarong, Yang, Wei, Zheng, Xiuyun
Format: Artigo
Jezik:Inglês
Izdano: Public Library of Science 2015
Teme:
Online dostop: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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