-
1
-
-
77957009494
-
Linear inverse and ill-posed problems
-
Hawkes P.W. (Ed), Academic Press
-
Bertero M. Linear inverse and ill-posed problems. In: Hawkes P.W. (Ed). Advances in Electronics and Electron Physics vol. 75 (1989), Academic Press 1-120
-
(1989)
Advances in Electronics and Electron Physics
, vol.75
, pp. 1-120
-
-
Bertero, M.1
-
4
-
-
85194972808
-
Regression shrinkage and selection via the lasso
-
Tibshirani R. Regression shrinkage and selection via the lasso. J. Royal. Statist. Soc. B 58 (1996) 267-288
-
(1996)
J. Royal. Statist. Soc. B
, vol.58
, pp. 267-288
-
-
Tibshirani, R.1
-
5
-
-
0008988926
-
Linear inversion of band-limited reflection seismograms
-
Santosa F., and Symes W.W. Linear inversion of band-limited reflection seismograms. SIAM J. Sci. Stat. Comput. 7 (1986) 1307-1330
-
(1986)
SIAM J. Sci. Stat. Comput.
, vol.7
, pp. 1307-1330
-
-
Santosa, F.1
Symes, W.W.2
-
7
-
-
33645712892
-
Compressed sensing
-
Donoho D. Compressed sensing. Inform. Theory IEEE Trans. 52 4 (2006) 1289-1306
-
(2006)
Inform. Theory IEEE Trans.
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.1
-
8
-
-
33745604236
-
Stable signal recovery from incomplete and inaccurate measurements
-
Candès E.J., Romberg J.K., and Tao T. Stable signal recovery from incomplete and inaccurate measurements. Comm. Pure Appl. Math. 59 8 (2006) 1207-1223
-
(2006)
Comm. Pure Appl. Math.
, vol.59
, Issue.8
, pp. 1207-1223
-
-
Candès, E.J.1
Romberg, J.K.2
Tao, T.3
-
9
-
-
7044231546
-
An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
-
Daubechies I., Defrise M., and De Mol C. An iterative thresholding algorithm for linear inverse problems with a sparsity constraint. Comm. Pure Appl. Math. 57 11 (2004) 1413-1457
-
(2004)
Comm. Pure Appl. Math.
, vol.57
, Issue.11
, pp. 1413-1457
-
-
Daubechies, I.1
Defrise, M.2
De Mol, C.3
-
10
-
-
55549096806
-
-
I. Daubechies, M. Fornasier, I. Loris, Accelerated projected gradient method for linear inverse problems with sparsity constraints, J. Fourier Anal. Appl., in press, http://arxiv.org/abs/0706.4297
-
I. Daubechies, M. Fornasier, I. Loris, Accelerated projected gradient method for linear inverse problems with sparsity constraints, J. Fourier Anal. Appl., in press, http://arxiv.org/abs/0706.4297
-
-
-
-
11
-
-
55549110957
-
-
K. Koh, S.-J. Kim, S. Boyd, A method for large-scale l1-regularized least squares problems with applications in signal processing and statistics, 2007, http://www.stanford.edu/boyd/l1_ls/
-
K. Koh, S.-J. Kim, S. Boyd, A method for large-scale l1-regularized least squares problems with applications in signal processing and statistics, 2007, http://www.stanford.edu/boyd/l1_ls/
-
-
-
-
12
-
-
39449126969
-
Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
-
(Special Issue on Convex Optimization Methods for Signal Processing)
-
Figueiredo M.A.T., Nowak R.D., and Wright S.J. Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems. IEEE J. Selected Topics in Signal Processing 1 4 (2007) 586-598 (Special Issue on Convex Optimization Methods for Signal Processing)
-
(2007)
IEEE J. Selected Topics in Signal Processing
, vol.1
, Issue.4
, pp. 586-598
-
-
Figueiredo, M.A.T.1
Nowak, R.D.2
Wright, S.J.3
-
13
-
-
34548678881
-
A variational formulation for frame-based inverse problems
-
Chaux C., Combettes P.L., Pesquet J.-C., and Wajs V.R. A variational formulation for frame-based inverse problems. Inverse Problems 23 4 (2007) 1495-1518
-
(2007)
Inverse Problems
, vol.23
, Issue.4
, pp. 1495-1518
-
-
Chaux, C.1
Combettes, P.L.2
Pesquet, J.-C.3
Wajs, V.R.4
-
14
-
-
0034215549
-
A new approach to variable selection in least squares problems
-
Osborne M.R., Presnell B., and Turlach B.A. A new approach to variable selection in least squares problems. IMA J. Numer. Anal. 20 3 (2000) 389-403
-
(2000)
IMA J. Numer. Anal.
, vol.20
, Issue.3
, pp. 389-403
-
-
Osborne, M.R.1
Presnell, B.2
Turlach, B.A.3
-
15
-
-
3242708140
-
Least angle regression
-
Efron B., Hastie T., Johnstone I., and Tibshirani R. Least angle regression. Ann. Statist. 32 2 (2004) 407-499
-
(2004)
Ann. Statist.
, vol.32
, Issue.2
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
16
-
-
55549102369
-
-
Mathematica: Version 5.2, Wolfram Research Inc., Champaign, Illinois, 2005
-
Mathematica: Version 5.2, Wolfram Research Inc., Champaign, Illinois, 2005
-
-
-
-
17
-
-
55549111636
-
-
D. Donoho, V. Stodden, Y. Tsaig, About SparseLab, March 2007, http://sparselab.stanford.edu/
-
D. Donoho, V. Stodden, Y. Tsaig, About SparseLab, March 2007, http://sparselab.stanford.edu/
-
-
-
-
19
-
-
55549088958
-
-
K. Sjöstrand, Matlab implementation of LASSO, LARS, the elastic net and SPCA, version 2.0 (jun 2005), http://www2.imm.dtu.dk/pubdb/p.php?3897
-
K. Sjöstrand, Matlab implementation of LASSO, LARS, the elastic net and SPCA, version 2.0 (jun 2005), http://www2.imm.dtu.dk/pubdb/p.php?3897
-
-
-
-
20
-
-
0142200827
-
An EM algorithm for wavelet-based image restoration
-
Figueiredo M., and Nowak R. An EM algorithm for wavelet-based image restoration. Image Process. IEEE Trans. 12 8 (2003) 906-916
-
(2003)
Image Process. IEEE Trans.
, vol.12
, Issue.8
, pp. 906-916
-
-
Figueiredo, M.1
Nowak, R.2
-
22
-
-
0345179899
-
A note on stopping rules for iterative regularization methods and filtered svd
-
Sabatier P.C. (Ed), Academic Press
-
Defrise M., and De Mol C. A note on stopping rules for iterative regularization methods and filtered svd. In: Sabatier P.C. (Ed). Inverse Problems: An Interdisciplinary Study (1987), Academic Press 261-268
-
(1987)
Inverse Problems: An Interdisciplinary Study
, pp. 261-268
-
-
Defrise, M.1
De Mol, C.2
-
23
-
-
55549147594
-
-
1-penalized functionals, J. Phys. Conference Ser., submitted for publication, http://arxiv.org/abs/0710.4082
-
1-penalized functionals, J. Phys. Conference Ser., submitted for publication, http://arxiv.org/abs/0710.4082
-
-
-
-
24
-
-
55549146851
-
-
J. Brodie, I. Daubechies, C. De Mol, D. Giannone, I. Loris, Sparse and stable Markowitz portfolios, Preprint, http://arxiv.org/abs/0708.0046
-
J. Brodie, I. Daubechies, C. De Mol, D. Giannone, I. Loris, Sparse and stable Markowitz portfolios, Preprint, http://arxiv.org/abs/0708.0046
-
-
-
|