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Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares

The matrix-completion problem has attracted a lot of attention, largely as a result of the celebrated Netflix competition. Two popular approaches for solving the problem are nuclear-norm-regularized matrix approximation (Candès and Tao, 2009; Mazumder et al., 2010), and maximum-margin matrix factori...

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Bibliografiska uppgifter
I publikationen:J Mach Learn Res
Huvudupphovsmän: Hastie, Trevor, Mazumder, Rahul, Lee, Jason D., Zadeh, Reza
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2015
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC6530939/
https://ncbi.nlm.nih.gov/pubmed/31130828
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