Abstract | ||
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An incoherent low-rank matrix can be efficiently reconstructed after observing a few of its entries at random, and then, solving a convex program that minimizes the nuclear norm. In many applications, in addition to these entries, potentially valuable prior knowledge about the column and row spaces of the matrix is also available to the practitioner. In this paper, we incorporate this prior knowle... |
Year | DOI | Venue |
---|---|---|
2018 | 10.1109/TIT.2018.2816685 | IEEE Transactions on Information Theory |
Keywords | DocType | Volume |
Reliability,Coherence,Standards,Matrix decomposition,Atmospheric measurements,Particle measurements,Collaboration | Journal | 64 |
Issue | ISSN | Citations |
6 | 0018-9448 | 1 |
PageRank | References | Authors |
0.37 | 0 | 3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Armin Eftekhari | 1 | 129 | 12.42 |
Dehui Yang | 2 | 4 | 1.11 |
Michael B. Wakin | 3 | 4299 | 271.57 |