-
1
-
-
0035504028
-
Uncertainty principles and ideal atomic decomposition
-
Nov
-
D. Donoho and X. Huo, "Uncertainty principles and ideal atomic decomposition," IEEE Transactions on Information Theory, vol. 47, no. 7, pp. 2845-2862, Nov 2001.
-
(2001)
IEEE Transactions on Information Theory
, vol.47
, Issue.7
, pp. 2845-2862
-
-
Donoho, D.1
Huo, X.2
-
2
-
-
29144439194
-
Decoding by linear programming
-
Dec.
-
E. Candès and T. Tao, "Decoding by linear programming," IEEE Transactions on Information Theory, vol. 51, no. 12, pp. 4203-4215, Dec. 2005.
-
(2005)
IEEE Transactions on Information Theory
, vol.51
, Issue.12
, pp. 4203-4215
-
-
Candès, E.1
Tao, T.2
-
3
-
-
0037418225
-
1 minimization
-
1 minimization," Proc. Nat. Aca. Sci, vol. 100, no. 5, pp. 2197-2202, 2003.
-
(2003)
Proc. Nat. Aca. Sci
, vol.100
, Issue.5
, pp. 2197-2202
-
-
Donoho, D.1
Elad, M.2
-
4
-
-
31744440684
-
Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
-
Feb.
-
E. Candès, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," IEEE Transactions on Information Theory, vol. 52, no. 2, pp. 489-509, Feb. 2006.
-
(2006)
IEEE Transactions on Information Theory
, vol.52
, Issue.2
, pp. 489-509
-
-
Candès, E.1
Romberg, J.2
Tao, T.3
-
5
-
-
84878104490
-
Compressive sampling
-
E. Candès, "Compressive sampling," Proceedings of the International Congress of Mathematicians, Madrid, Spain, vol. 3, pp. 1433-1452, 2006.
-
(2006)
Proceedings of the International Congress of Mathematicians, Madrid, Spain
, vol.3
, pp. 1433-1452
-
-
Candès, E.1
-
6
-
-
33645712892
-
Compressed sensing
-
April
-
D. Donoho, "Compressed sensing," IEEE Transactions on Information Theory, vol. 52, no. 4, pp. 1289-1306, April 2006.
-
(2006)
IEEE Transactions on Information Theory
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.1
-
7
-
-
0029291966
-
Sparse Approximate Solutions to Linear Systems
-
B. Natarajan, "Sparse Approximate Solutions to Linear Systems," SIAM Journal on Computing, vol. 24, p. 227, 1995.
-
(1995)
SIAM Journal on Computing
, vol.24
, pp. 227
-
-
Natarajan, B.1
-
10
-
-
0032131292
-
Atomic decomposition by basis pursuit
-
S. S. Chen, D. L. Donoho, and M. A. Saunders, "Atomic decomposition by basis pursuit," SIAM Journal on Scientific Computing, vol. 20, no. 1, pp. 33-61, 1999.
-
(1999)
SIAM Journal on Scientific Computing
, vol.20
, Issue.1
, pp. 33-61
-
-
Chen, S.S.1
Donoho, D.L.2
Saunders, M.A.3
-
11
-
-
0001287271
-
Regression shrinkage and selection via the lasso
-
R. Tibshirani, "Regression shrinkage and selection via the lasso," Journal of the Royal Statistical Society, Series B, vol. 58, no. 1, pp. 267-288, 1996.
-
(1996)
Journal of the Royal Statistical Society, Series B
, vol.58
, Issue.1
, pp. 267-288
-
-
Tibshirani, R.1
-
12
-
-
39449126969
-
Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
-
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, vol. 1, no. 4, pp. 586-597, 2007.
-
(2007)
IEEE Journal of Selected Topics in Signal Processing
, vol.1
, Issue.4
, pp. 586-597
-
-
Figueiredo, M.1
Nowak, R.2
Wright, S.3
-
14
-
-
70449493439
-
Nesta: A fast and accurate first-order method for sparse recovery
-
Accepted in
-
S. Becker, J. Bobin, and E. Candès, "Nesta: A fast and accurate first-order method for sparse recovery." Accepted in SIAM J. on Imaging Sciences, 2009.
-
(2009)
SIAM J. on Imaging Sciences
-
-
Becker, S.1
Bobin, J.2
Candès, E.3
-
19
-
-
3242708140
-
Least angle regression
-
B. Efron, T. Hastie, I. Johnstone, and R. Tibshirani, "Least angle regression," Annals of Statistics, vol. 32, no. 2, pp. 407-499, 2004.
-
(2004)
Annals of Statistics
, vol.32
, Issue.2
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
20
-
-
0034215549
-
A new approach to variable selection in least squares problems
-
M. Osborne, B. Presnell, and B. Turlach, "A new approach to variable selection in least squares problems," IMA Journal of Numerical Analysis, vol. 20, no. 3, pp. 389-403, 2000.
-
(2000)
IMA Journal of Numerical Analysis
, vol.20
, Issue.3
, pp. 389-403
-
-
Osborne, M.1
Presnell, B.2
Turlach, B.3
-
22
-
-
61549128441
-
Robust face recognition via sparse representation
-
J. Wright, A. Yang, A. Ganesh, S. Sastry, and Y. Ma, "Robust face recognition via sparse representation," IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 210-227, 2008.
-
(2008)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, pp. 210-227
-
-
Wright, J.1
Yang, A.2
Ganesh, A.3
Sastry, S.4
Ma, Y.5
-
23
-
-
77949694815
-
-
J. Buckheit, S. Chen, D. Donoho, and I. Johnstone, "Wavelab 850, Software toolbox." http://www-stat.stanford.edu/~wavelab/.
-
Wavelab 850, Software Toolbox
-
-
Buckheit, J.1
Chen, S.2
Donoho, D.3
Johnstone, I.4
-
24
-
-
0030779611
-
Sparse coding with an overcomplete basis set: A strategy employed by V1?
-
B. Olshausen and D. Field, "Sparse coding with an overcomplete basis set: A strategy employed by V1?," Vision research, vol. 37, no. 23, pp. 3311-3325, 1997.
-
(1997)
Vision Research
, vol.37
, Issue.23
, pp. 3311-3325
-
-
Olshausen, B.1
Field, D.2
-
25
-
-
33750383209
-
¡ tex¿ rmK¡/tex¿-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation
-
M. Aharon, M. Elad, and A. Bruckstein, "¡ tex¿ rmK¡/tex¿-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation," Signal Processing, IEEE Transactions on, vol. 54, no. 11, pp. 4311-4322, 2006.
-
(2006)
Signal Processing, IEEE Transactions on
, vol.54
, Issue.11
, pp. 4311-4322
-
-
Aharon, M.1
Elad, M.2
Bruckstein, A.3
-
27
-
-
51949108630
-
Simultaneous image transformation and sparse representation recovery
-
J. Huang, X. Huang, and D. Metaxas, "Simultaneous image transformation and sparse representation recovery," IEEE Conferenece on Computer Vision and Pattern Recognition (CVPR), pp. 1-8, 2008.
-
(2008)
IEEE Conferenece on Computer Vision and Pattern Recognition (CVPR)
, pp. 1-8
-
-
Huang, J.1
Huang, X.2
Metaxas, D.3
-
28
-
-
2942640138
-
On sparse representations in arbitrary redundant bases
-
J. Fuchs, "On sparse representations in arbitrary redundant bases," IEEE Transactions on Information Theory, vol. 50, no. 6, pp. 1341-1344, 2004.
-
(2004)
IEEE Transactions on Information Theory
, vol.50
, Issue.6
, pp. 1341-1344
-
-
Fuchs, J.1
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