-
1
-
-
3242708140
-
Least angle regression
-
Bradley Efron, Trevor Hastie, lain M. Johnstone, and Robert Tibshirani, "Least angle regression," The Annals of Statistics, vol. 32, no. 2, pp. 407-499, 2004.
-
(2004)
The Annals of Statistics
, vol.32
, Issue.2
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
lain, M.3
Johnstone4
Tibshirani, R.5
-
2
-
-
85194972808
-
Regression shrinkage and selection via the lasso
-
Robert Tibshirani, "Regression shrinkage and selection via the lasso," Journal of the Royal Statistical Society, vol. 58, no. 1, pp. 267-288, 1996.
-
(1996)
Journal of the Royal Statistical Society
, vol.58
, Issue.1
, pp. 267-288
-
-
Tibshirani, R.1
-
3
-
-
0034215549
-
A new approach to variable selection in least squares problems
-
Michael R. Osborne, Brett Presnell, and Berwin A. Turlach, "A new approach to variable selection in least squares problems," IMA J. Numerical Analysis, vol. 20, pp. 389-403, 2000.
-
(2000)
IMA J. Numerical Analysis
, vol.20
, pp. 389-403
-
-
Osborne, M.R.1
Presnell, B.2
Turlach, B.A.3
-
4
-
-
0032131292
-
Atomic decomposition by basis pursuit
-
Scott Shaobing Chen, David L. Donoho, and Michael A. Saunders, "Atomic decomposition by basis pursuit," SIAM J. Sci Comp., vol. 20, no. 1, pp. 33-61, 1999.
-
(1999)
SIAM J. Sci Comp
, vol.20
, Issue.1
, pp. 33-61
-
-
Shaobing Chen, S.1
Donoho, D.L.2
Saunders, M.A.3
-
6
-
-
29144489844
-
1-norm near-solution approximates the sparsest near-solution
-
1-norm near-solution approximates the sparsest near-solution," Comm. Pure and Appl. Math., 2004.
-
(2004)
Comm. Pure and Appl. Math
-
-
Donoho, D.L.1
-
7
-
-
0035504028
-
Uncertainty principles and ideal atomic decomposition
-
David L. Donoho and Xiaoming Huo, "Uncertainty principles and ideal atomic decomposition," IEEE Trans. Info. Theory, vol. 47, no. 7, pp. 2845-2862, 2001.
-
(2001)
IEEE Trans. Info. Theory
, vol.47
, Issue.7
, pp. 2845-2862
-
-
Donoho, D.L.1
Huo, X.2
-
8
-
-
27744588733
-
Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
-
Tech. Rep, California Institute of Technology
-
Emmanuel J. Candès, Justin Romberg, and Terence Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," Tech. Rep., California Institute of Technology, 2004.
-
(2004)
-
-
Candès, E.J.1
Romberg, J.2
Tao, T.3
-
9
-
-
30844444023
-
Decoding by linear programming
-
Tech. Rep, California Institute of Technology
-
Emmanuel Candès and Terence Tao, "Decoding by linear programming," Tech. Rep., California Institute of Technology, 2004.
-
(2004)
-
-
Candès, E.1
Tao, T.2
-
10
-
-
33947676670
-
-
David L. Donoho, Compressed sensing, Tech. Rep., Dept. of Statistics, Stanford University, 2004.
-
David L. Donoho, "Compressed sensing," Tech. Rep., Dept. of Statistics, Stanford University, 2004.
-
-
-
-
11
-
-
79952747958
-
High-dimensional centrosymmetric poly-topes with neighborliness proportional to dimension
-
Tech. Rep, Dept of Statistics, Stanford University
-
David L. Donoho, "High-dimensional centrosymmetric poly-topes with neighborliness proportional to dimension," Tech. Rep., Dept of Statistics, Stanford University, 2005.
-
(2005)
-
-
Donoho, D.L.1
-
13
-
-
4644315643
-
Optimal sparse representations in general overcomplete bases
-
Dmitry M. Malioutov, Mujdat Çetin, and Alan S. Willsky, "Optimal sparse representations in general overcomplete bases," in IEEE Int. Conf. Acoustics, Speech and Signal Processing, 2004.
-
(2004)
IEEE Int. Conf. Acoustics, Speech and Signal Processing
-
-
Malioutov, D.M.1
Çetin, M.2
Willsky, A.S.3
-
14
-
-
0037418225
-
Optimally sparse representation from overcomplete dictionaries via ℓ1 norm minimization
-
March
-
David L. Donoho and Michael Elad, "Optimally sparse representation from overcomplete dictionaries via ℓ1 norm minimization," Proc. Natl. Acad. Sci. USA, vol. 100, no. 5, pp. 2197-2002, March 2002.
-
(2002)
Proc. Natl. Acad. Sci. USA
, vol.100
, Issue.5
, pp. 2197-2002
-
-
Donoho, D.L.1
Elad, M.2
-
15
-
-
26944445280
-
-
Anna C. Gilbert, S. Guha, P. Indyk, S. Muthukrishnan, and M. Strauss, "Near-optimal sparse fourier representations via sampling," 2002.
-
(2002)
Near-optimal sparse fourier representations via sampling
-
-
Gilbert, A.C.1
Guha, S.2
Indyk, P.3
Muthukrishnan, S.4
Strauss, M.5
-
16
-
-
30844437386
-
Neighborly polytopes and sparse solution of underdetermined linear equations
-
Tech. Rep, Dept. of Statistics, Stanford University
-
David L. Donoho, "Neighborly polytopes and sparse solution of underdetermined linear equations," Tech. Rep., Dept. of Statistics, Stanford University, 2004.
-
(2004)
-
-
Donoho, D.L.1
|