-
1
-
-
33745604236
-
Stable signal recovery from incomplete and inaccurate measurements
-
E. J. Candès, J. K. Romberg, and T. Tao, "Stable signal recovery from incomplete and inaccurate measurements," Communications on Pure and Applied Mathematics, vol. 59, no. 8, pp. 1207-1223, 2006.
-
(2006)
Communications on Pure and Applied Mathematics
, vol.59
, Issue.8
, pp. 1207-1223
-
-
Candès, E.J.1
Romberg, J.K.2
Tao, T.3
-
2
-
-
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, 1998.
-
(1998)
SIAM Journal on Scientific Computing
, vol.20
, Issue.1
, pp. 33-61
-
-
Chen, S.S.1
Donoho, D.L.2
Saunders, M.A.3
-
3
-
-
42649140570
-
The restricted isometry property and its implications for compressed sensing
-
E. J. Candès, "The restricted isometry property and its implications for compressed sensing," Comptes Rendus Mathematique, vol. 346, no. 9-10, pp. 589-592, 2008.
-
(2008)
Comptes Rendus Mathematique
, vol.346
, Issue.9-10
, pp. 589-592
-
-
Candès, E.J.1
-
5
-
-
62749175137
-
CoSaMP: Iterative signal recovery from incomplete and inaccurate samples
-
D. Needell and J. A. Tropp, "CoSaMP: iterative signal recovery from incomplete and inaccurate samples," Applied and Computational Harmonic Analysis, vol. 26, no. 3, pp. 301-321, 2009.
-
(2009)
Applied and Computational Harmonic Analysis
, vol.26
, Issue.3
, pp. 301-321
-
-
Needell, D.1
Tropp, J.A.2
-
6
-
-
65749110333
-
Subspace pursuit for compressive sensing signal reconstruction
-
W. Dai and O. Milenkovic, "Subspace pursuit for compressive sensing signal reconstruction," IEEE Transactions on Information Theory, vol. 55, no. 5, pp. 2230-2249, 2009.
-
(2009)
IEEE Transactions on Information Theory
, vol.55
, Issue.5
, pp. 2230-2249
-
-
Dai, W.1
Milenkovic, O.2
-
8
-
-
84858717588
-
A unified framework for high-dimensional analysis of m-estimators with decomposable regularizers
-
Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams, and A. Culotta, eds.
-
S. Negahban, P. Ravikumar, M. Wainwright, and B. Yu, "A unified framework for high-dimensional analysis of m-estimators with decomposable regularizers," in Advances in Neural Information Processing Systems 22 (Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams, and A. Culotta, eds.), pp. 1348-1356, 2009.
-
(2009)
Advances in Neural Information Processing Systems
, vol.22
, pp. 1348-1356
-
-
Negahban, S.1
Ravikumar, P.2
Wainwright, M.3
Yu, B.4
-
9
-
-
51049121146
-
High-dimensional generalized linear models and the lasso
-
S. Van De Geer, "High-dimensional generalized linear models and the lasso," The Annals of Statistics, vol. 36, no. 2, pp. 614-645, 2008.
-
(2008)
The Annals of Statistics
, vol.36
, Issue.2
, pp. 614-645
-
-
Van De Geer, S.1
-
10
-
-
84861312320
-
Learning exponential families in high-dimensions: Strong convexity and sparsity
-
Proceedings of the 13th International Conference on Artificial Intelligence and Statistics
-
S. M. Kakade, O. Shamir, K. Sridharan, and A. Tewari, "Learning exponential families in high-dimensions: Strong convexity and sparsity,"in Proceedings of the 13th International Conference on Artificial Intelligence and Statistics, vol. 9 of JMLR Workshop and Conference Proceedings, pp. 381-388, 2010.
-
(2010)
JMLR Workshop and Conference Proceedings
, vol.9
, pp. 381-388
-
-
Kakade, S.M.1
Shamir, O.2
Sridharan, K.3
Tewari, A.4
-
11
-
-
79251503629
-
Trading accuracy for sparsity in optimization problems with sparsity constraints
-
S. Shalev-Shwartz, N. Srebro, and T. Zhang, "Trading accuracy for sparsity in optimization problems with sparsity constraints," SIAM Journal on Optimization, vol. 20, no. 6, pp. 2807-2832, 2010.
-
(2010)
SIAM Journal on Optimization
, vol.20
, Issue.6
, pp. 2807-2832
-
-
Shalev-Shwartz, S.1
Srebro, N.2
Zhang, T.3
-
13
-
-
77949685085
-
Optimally tuned iterative reconstruction algorithms for compressed sensing
-
april
-
A. Maleki and D. Donoho, "Optimally tuned iterative reconstruction algorithms for compressed sensing," Selected Topics in Signal Processing, IEEE Journal of, vol. 4, pp. 330-341, april 2010.
-
(2010)
Selected Topics in Signal Processing, IEEE Journal of
, vol.4
, pp. 330-341
-
-
Maleki, A.1
Donoho, D.2
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