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We address the inverse problem that arises in compressed sensing of a low-rank matrix.
L. Mirsky, “Symmetric gauge functions and unitarily invariant norms,” The Quarterly Journal of Mathematics , vol. 11, no. 1, pp. 50–59, 1960
1960
Earlier work this paper cites.
S. Mallat and Z. Zhang, “Matching pursuits with time-frequency dictionaries,” IEEE Transactions on Signal Processing , vol. 41, no. 12, pp. 3397–3415, 1993
1993
Earlier work this paper cites.
Y. Pati, R. Rezaiifar, and P. Krishnaprasad, “Orthogonal matching pursuit: Recursive function approximation with applications to wavelet decomposition,” in Proc. Asilomar Conf. on Signals, Systems, and Computers , vol. 1, Pacific Grove, CA, Nov. 1993, pp. 40–44
1993
Earlier work this paper cites.
M. Fazel, H. Hindi, and S. Boyd, “A rank minimization heuristic with application to minimum order system approximation,” in Proceedings American Control Conference , vol. 6, 2001, pp. 4734–4739
2001
Earlier work this paper cites.
S. Har-Peled, “Low rank matrix approximation in linear time,” note , 2006
2006
Earlier work this paper cites.
2007
Earlier work this paper cites.
F. Woolfe, E. Liberty, V. Rokhlin, and M. Tygert, “A fast randomized algorithm for the approximation of matrices,” Applied and Computational Harmonic Analysis , 2007
2007
Earlier work this paper cites.
M. Fazel, E. Candes, B. Recht, and P. Parrilo, “Compressed sensing and robust recovery of low rank matrices,” in Proc. Asilomar Conf. on Signals, Systems, and Computers , Pacific Grove, CA, Oct. 2008
2008
Cited alongside, same era.
E. Candes, “The restricted isometry property and its implications for compressed sensing,” Comptes rendus-Mathématique , vol. 346, no. 9-10, pp. 589–592, 2008
2008
Cited alongside, same era.
Z. Liu and L. Vandenberghe, “Interior-point method for nuclear norm approximation with application to system identification,” submitted to Mathematical Programming , 2008
2008
Cited alongside, same era.
2008
Cited alongside, same era.
2008
Later among the works it cites.
2008
Later among the works it cites.
D. Needell and J. Tropp, “CoSaMP: Iterative signal recovery from incomplete and inaccurate samples,” ACM Technical Report 2008-01, California Insitute of Technology, Pasadena, Tech. Rep., Jul. 2008
2008
Later among the works it cites.
2009
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2008
Cited alongside, same era.
R. Meka, P. Jain, C. Caramanis, and I. Dhillon, “Rank minimization via online learning,” Technical Report TR-08-23. The Univ. of Texas at Austin, Dept. of Comp. Sci, Tech. Rep., 2008
2008
Cited alongside, same era.
2008
Cited alongside, same era.
J. Haldar and D. Hernando, “Rank-constrained solutions to linear matrix equations using power factorization,” will appear in IEEE Signal Processing Letters
Cited in the paper.
R. Larsen, “PROPACK – Software for large and sparse SVD calculations,” Available from http://soi.stanford.edu/~rmunk/PROPACK/
Cited in the paper.
E. Candes and S. Becker, “Singular value thresholding - Matlab implementation,” Available from http://svt.caltech.edu/code.html
Cited in the paper.
2009
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