文章基本信息

标题：Near-optimal matrix recovery from random linear measurements
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作者：Elad Romanov ; Matan Gavish
期刊名称：Proceedings of the National Academy of Sciences
印刷版ISSN：0027-8424
电子版ISSN：1091-6490
出版年度：2018
卷号：115
期号：28
页码：7200-7205
DOI：10.1073/pnas.1705490115
语种：English
出版社：The National Academy of Sciences of the United States of America
摘要：In matrix recovery from random linear measurements, one is interested in recovering an unknown M-by-N matrix
关键词：matrix completion ; approximate message passing ; compressed sensing ; singular-value shrinkage ; nuclear norm minimization