Sparse and low-rank matrix decomposition via alternating direction method

Xiaoming Yuan; Junfeng Yang

Sparse and low-rank matrix decomposition via alternating direction method

Xiaoming Yuan, Junfeng Yang

Department of Mathematics

Research output: Contribution to journal › Journal article › peer-review

Original language	English
Pages (from-to)	167-180
Number of pages	14
Journal	Pacific Journal of Optimization
Volume	9
Issue number	1
Publication status	Published - Jan 2013

User-Defined Keywords

matrix decomposition
sparse
low-rank
alternating direction method
/1-norm
nuclear norm

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http://www.ybook.co.jp/online-p/PJO/vol9/pjov9n1p167.pdf

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title = "Sparse and low-rank matrix decomposition via alternating direction method",

keywords = "matrix decomposition, sparse, low-rank, alternating direction method, /1-norm, nuclear norm",

author = "Xiaoming Yuan and Junfeng Yang",

year = "2013",

month = jan,

language = "English",

volume = "9",

pages = "167--180",

journal = "Pacific Journal of Optimization",

issn = "1348-9151",

publisher = "Yokohama Publications",

number = "1",

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AU - Yuan, Xiaoming

AU - Yang, Junfeng

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KW - matrix decomposition

KW - sparse

KW - low-rank

KW - alternating direction method

KW - /1-norm

KW - nuclear norm

UR - http://www.ybook.co.jp/online2/oppjo/vol9/p167.html

M3 - Journal article

SN - 1348-9151

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EP - 180

JO - Pacific Journal of Optimization

JF - Pacific Journal of Optimization

IS - 1

ER -

Sparse and low-rank matrix decomposition via alternating direction method

User-Defined Keywords

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