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On Low Rank Matrix Approximations with Applications to Synthesis Problem in Compressed Sensing

✍ Scribed by Juditsky, Anatoli; Kilinç karzan, Fatma; Nemirovski, Arkadi

Book ID
118211984
Publisher
Society for Industrial and Applied Mathematics
Year
2011
Tongue
English
Weight
163 KB
Volume
32
Category
Article
ISSN
0895-4798

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Let A be an n × n complex matrix with eigenvalues 1 , . . . , n counting algebraic multiplicities. Let X = [x 1 , . . . , x k ] be a rank-k matrix such that x 1 , . . . , x k are right eigenvectors of A corresponding to 1 , . . . , k for 1 k n, respectively, and V =[v 1 , . . . , v k ] ∈ C n×k be co