-
2
-
-
0035273106
-
Atomic decomposition by basis pursuit
-
DOI 10.1137/S003614450037906X, PII S003614450037906X
-
S. Chen, D. Donoho, and M. Saunders. Atomic decomposition by basis pursuit. SIAM Review, 43(1):129-159, 2001. (Pubitemid 32406896)
-
(2001)
SIAM Review
, vol.43
, Issue.1
, pp. 129-159
-
-
Chen, S.S.1
Donoho, D.L.2
Saunders, M.A.3
-
4
-
-
39449109476
-
1-regularized least squares
-
DOI 10.1109/JSTSP.2007.910971
-
S-J. Kim, K. Koh, M. Lustig, S. Boyd, and D. Gorinevsky. An interior-point method for large-scale l1-regularized least squares. IEEE Journal of Selected Topics in Signal Processing, 1(4):606-617, 2007. (Pubitemid 351266626)
-
(2007)
IEEE Journal on Selected Topics in Signal Processing
, vol.1
, Issue.4
, pp. 606-617
-
-
Kim, S.-J.1
Koh, K.2
Lustig, M.3
Boyd, S.4
Gorinevsky, D.5
-
5
-
-
3242708140
-
Least angle regression
-
DOI 10.1214/009053604000000067
-
B. Efron, T. Hastie, I. Johnstone, and R. Tibshirani. Least angle regression. Annals of Statistics, 32(2):407-499, 2004. (Pubitemid 41250302)
-
(2004)
Annals of Statistics
, vol.32
, Issue.2
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
Ishwaran, H.5
Knight, K.6
Loubes, J.-M.7
Massart, P.8
Madigan, D.9
Ridgeway, G.10
Rosset, S.11
Zhu, J.I.12
Stine, R.A.13
Turlach, B.A.14
Weisberg, S.15
Hastie, T.16
Johnstone, I.17
Tibshirani, R.18
-
7
-
-
33646796359
-
Homotopy continuation for sparse signal representation
-
Philadelphia, PA, March
-
D.M. Malioutov, M. Cetin, and A.S. Willsky. Homotopy continuation for sparse signal representation. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Philadelphia, PA, March 2005.
-
(2005)
Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
-
-
Malioutov, D.M.1
Cetin, M.2
Willsky, A.S.3
-
8
-
-
33947646302
-
1 minimization problems by lars/homotopy methods
-
Toulouse, France, May
-
1 minimization problems by lars/homotopy methods. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, France, May 2006.
-
(2006)
Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
-
-
Drori, I.1
Donoho, D.L.2
-
9
-
-
7044231546
-
An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
-
I. Daubechies, M. Defrise, and C. De Mol. An iterative thresholding algorithm for linear inverse problems with a sparsity constraint. Communications on Pure and Applied Mathematics, 57:1413-1541, 2004.
-
(2004)
Communications on Pure and Applied Mathematics
, vol.57
, pp. 1413-1541
-
-
Daubechies, I.1
Defrise, M.2
De Mol, C.3
-
10
-
-
48149091442
-
Locally competitive algorithms for sparse approximation
-
San Antonio, TX, September
-
C.J. Rozell, D.H. Johnson, R.G. Baraniuk, and B.A. Olshausen. Locally competitive algorithms for sparse approximation. In Proceedings of the International Conference on Image Processing (ICIP), San Antonio, TX, September 2007.
-
(2007)
Proceedings of the International Conference on Image Processing (ICIP)
-
-
Rozell, C.J.1
Johnson, D.H.2
Baraniuk, R.G.3
Olshausen, B.A.4
-
11
-
-
45849107328
-
Pathwise coordinate optimization
-
J. Friedman, T. Hastie, H. Hoefling, and R. Tibshirani. Pathwise coordinate optimization. The Annals of Applied Statistics, 1(2):302-332, 2007.
-
(2007)
The Annals of Applied Statistics
, vol.1
, Issue.2
, pp. 302-332
-
-
Friedman, J.1
Hastie, T.2
Hoefling, H.3
Tibshirani, R.4
-
14
-
-
39449126969
-
Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
-
DOI 10.1109/JSTSP.2007.910281
-
M. Figueiredo, R. Nowak, and S. Wright. Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems. IEEE Journal of Selected Topics in Signal Processing, 1(4):586-597, 2007. (Pubitemid 351276802)
-
(2007)
IEEE Journal on Selected Topics in Signal Processing
, vol.1
, Issue.4
, pp. 586-597
-
-
Figueiredo, M.A.T.1
Nowak, R.D.2
Wright, S.J.3
-
15
-
-
0000267844
-
An effective method for computing regression quantiles
-
Jan
-
M Osborne. An effective method for computing regression quantiles. IMA Journal of Numerical Analysis, Jan 1992.
-
(1992)
IMA Journal of Numerical Analysis
-
-
Osborne, M.1
-
18
-
-
33947698802
-
Row-action methods for compressed sensing
-
Toulouse, France, May
-
S. Sra and J.A. Tropp. Row-action methods for compressed sensing. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, France, May 2006.
-
(2006)
Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
-
-
Sra, S.1
Tropp, J.A.2
-
19
-
-
51449095294
-
Compressed sensing with sequential observations
-
Las Vegas, NV, March
-
D. Malioutov, S. Sanghavi, and A. Willsky. Compressed sensing with sequential observations. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Las Vegas, NV, March 2008.
-
(2008)
Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
-
-
Malioutov, D.1
Sanghavi, S.2
Willsky, A.3
-
20
-
-
30844433547
-
Extensions of compressed sensing
-
DOI 10.1016/j.sigpro.2005.05.029, PII S0165168405002215, Sparse Approximations in Signal and Image Processing
-
Y. Tsaig and D.L. Donoho. Extensions of compressed sensing. Signal Processing, 86(3):549-571, 2006. (Pubitemid 43106571)
-
(2006)
Signal Processing
, vol.86
, Issue.3
, pp. 549-571
-
-
Tsaig, Y.1
Donoho, D.L.2
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