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A new method based on the manifold-alternative approximating for low-rank matrix completion

In this paper, a new method is proposed for low-rank matrix completion which is based on the least squares approximating to the known elements in the manifold formed by the singular vectors of the partial singular value decomposition alternatively. The method can achieve a reduction of the rank of t...

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Pubblicato in:J Inequal Appl
Autori principali: Ren, Fujiao, Wen, Ruiping
Natura: Artigo
Lingua:Inglês
Pubblicazione: Springer International Publishing 2018
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6290672/
https://ncbi.nlm.nih.gov/pubmed/30839894
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13660-018-1931-4
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