-
1
-
-
31744440684
-
Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
-
E. Candès, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," IEEE Trans. Inf. Theory, vol. 52, pp. 489-509, 2006.
-
(2006)
IEEE Trans. Inf. Theory
, vol.52
, pp. 489-509
-
-
Candès, E.1
Romberg, J.2
Tao, T.3
-
2
-
-
33645712892
-
Compressed sensing
-
D. L. Donoho, "Compressed sensing," IEEE Trans. Inf. Theory, vol. 52, no. 4, pp. 1289-1306, 2006.
-
(2006)
IEEE Trans. Inf. Theory
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.L.1
-
3
-
-
39449126969
-
Gradient projection for sparse reconstruction
-
M. A. T. Figueiredo, R. D. Nowak, and S. J. Wright, "Gradient projection for sparse reconstruction," IEEE J. Sel. Topics Signal Process., vol. 1, no. 4, pp. 586-597, 2007.
-
(2007)
IEEE J. Sel. Topics Signal Process.
, vol.1
, Issue.4
, pp. 586-597
-
-
Figueiredo, M.A.T.1
Nowak, R.D.2
Wright, S.J.3
-
4
-
-
69649095451
-
Fixed-point continuation for l-minimization: Methodology and convergence
-
E. T. Hale, W. Yin, and Y. Zhang, "Fixed-point continuation for l-minimization: Methodology and convergence," SIAM J. Opt., vol. 19, no. 3, pp. 1107-1130, 2008.
-
(2008)
SIAM J. Opt.
, vol.19
, Issue.3
, pp. 1107-1130
-
-
Hale, E.T.1
Yin, W.2
Zhang, Y.3
-
5
-
-
65649137930
-
Probing the Pareto frontier for basis pursuit solutions
-
E. V. D. Berg and M. P. Friedlander, "Probing the Pareto frontier for basis pursuit solutions," SIAM J. Sci. Comp., vol. 31, no. 2, pp. 890-912, 2008.
-
(2008)
SIAM J. Sci. Comp.
, vol.31
, Issue.2
, pp. 890-912
-
-
Berg, E.V.D.1
Friedlander, M.P.2
-
6
-
-
64649083745
-
Signal recovery from random measurements via orthogonal matching pursuit
-
Dec.
-
J. Tropp and A. Gilbert, "Signal recovery from random measurements via orthogonal matching pursuit," IEEE Trans. Inf. Theory, vol. 53, no. 12, pp. 4655-4666, Dec. 2007.
-
(2007)
IEEE Trans. Inf. Theory
, vol.53
, Issue.12
, pp. 4655-4666
-
-
Tropp, J.1
Gilbert, A.2
-
7
-
-
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," Appl. Comput. Harmon. Anal., vol. 26, pp. 301-321, 2008.
-
(2008)
Appl. Comput. Harmon. Anal.
, vol.26
, pp. 301-321
-
-
Needell, D.1
Tropp, J.A.2
-
8
-
-
65749110333
-
Subspace pursuit for compressive sensing signal reconstruction
-
W. Dai and O. Milenkovic, "Subspace pursuit for compressive sensing signal reconstruction," IEEE Trans. Inf. Theory, vol. 55, no. 5, pp. 2230-2249, 2009.
-
(2009)
IEEE Trans. Inf. Theory
, vol.55
, Issue.5
, pp. 2230-2249
-
-
Dai, W.1
Milenkovic, O.2
-
9
-
-
34547970687
-
Sparse solution of underdetermined linear equations by stagewise orthogonal matching pursuit
-
D. L. Donoho, Y. Tsaig, and J.-L. Starck, Sparse Solution of Underdetermined Linear Equations by Stagewise Orthogonal Matching Pursuit 2006, Tech. Rep..
-
(2006)
Tech. Rep.
-
-
Donoho, D.L.1
Tsaig, Y.2
Starck, J.-L.3
-
10
-
-
70349694266
-
Sparsity adaptive matching pursuit algorithm for practical compressed sensing
-
T. T. Do, L. Gan, N. Nguyen, and T. D. Tran, "Sparsity adaptive matching pursuit algorithm for practical compressed sensing," in Proc. Asilomar Conf. Signal Syst. Comput., 2008, pp. 581-587.
-
(2008)
Proc. Asilomar Conf. Signal Syst. Comput.
, pp. 581-587
-
-
Do, T.T.1
Gan, L.2
Nguyen, N.3
Tran, T.D.4
-
11
-
-
0035504028
-
Uncertainty principles and ideal atomic decomposition
-
D. L. Donoho and X. Huo, "Uncertainty principles and ideal atomic decomposition," IEEE Trans. Inf. Theory, vol. 47, no. 7, pp. 2845-2862, 2001.
-
(2001)
IEEE Trans. Inf. Theory
, vol.47
, Issue.7
, pp. 2845-2862
-
-
Donoho, D.L.1
Huo, X.2
-
12
-
-
33947416035
-
Near optimal signal recovery from random projections: Universal encoding strategies
-
E. Candès and T. Tao, "Near optimal signal recovery from random projections: Universal encoding strategies?," IEEE Trans. Inf. Theory, vol. 52, no. 12, pp. 5406-5425, 2006.
-
(2006)
IEEE Trans. Inf. Theory
, vol.52
, Issue.12
, pp. 5406-5425
-
-
Candès, E.1
Tao, T.2
-
13
-
-
55649100730
-
Uniform uncertainty principle for bernoulli and sub-gaussian ensembles
-
S. Mendelson, A. Pajor, and N. Tomczak-Jaegermann, "Uniform uncertainty principle for Bernoulli and sub-Gaussian ensembles," Construct. Alg., vol. 28, pp. 269-283, 2008.
-
(2008)
Construct. Alg.
, vol.28
, pp. 269-283
-
-
Mendelson, S.1
Pajor, A.2
Tomczak-Jaegermann, N.3
-
14
-
-
34249687049
-
Sparsity and incoherence in compressive sampling
-
E. Candès and J. Romberg, "Sparsity and incoherence in compressive sampling," Inverse Problems, vol. 23, no. 3, 2007.
-
(2007)
Inverse Problems
, vol.23
, Issue.3
-
-
Candès, E.1
Romberg, J.2
-
15
-
-
0347770781
-
Noiselets
-
R. Coifman, F. Geshwind, and Y. Meyer, "Noiselets," Appl. Comput. Harmon. Anal., vol. 10, pp. 27-44, 2001, 2005.
-
(2001)
Appl. Comput. Harmon. Anal.
, vol.10
, pp. 27-44
-
-
Coifman, R.1
Geshwind, F.2
Meyer, Y.3
-
16
-
-
29144439194
-
Decoding by linear programming
-
E. Candès and T. Tao, "Decoding by linear programming," IEEE Trans. Inf. Theory, vol. 51, no. 12, pp. 4203-4215, 2005.
-
(2005)
IEEE Trans. Inf. Theory
, vol.51
, Issue.12
, pp. 4203-4215
-
-
Candès, E.1
Tao, T.2
-
17
-
-
33947632909
-
Random filters for compressive sampling and reconstruction
-
J. Tropp, M. Wakin, M. Duarte, D. Baron, and R. Baraniuk, "Random filters for compressive sampling and reconstruction," in IEEE Conf. Acoust. Speech Signal Process., 2006, vol. 3, pp. 872-875.
-
(2006)
IEEE Conf. Acoust. Speech Signal Process.
, vol.3
, pp. 872-875
-
-
Tropp, J.1
Wakin, M.2
Duarte, M.3
Baron, D.4
Baraniuk, R.5
-
18
-
-
41949102240
-
Toeplitz-structured compressed sensing matrices
-
W. Bajwa, J. Haupt, G. Raz, S. Wright, and R. Nowak, "Toeplitz- structured compressed sensing matrices," in IEEE Stat. Sign. Proc. (SSP), 2007, pp. 26-29.
-
(2007)
IEEE Stat. Sign. Proc. SSP
, pp. 26-29
-
-
Bajwa, W.1
Haupt, J.2
Raz, G.3
Wright, S.4
Nowak, R.5
-
19
-
-
84907737173
-
Compressive sensing by random convolution
-
J. Romberg, "Compressive sensing by random convolution," SIAM J. Imag. Sci., vol. 2, pp. 1098-1128, 2009.
-
(2009)
SIAM J. Imag. Sci.
, vol.2
, pp. 1098-1128
-
-
Romberg, J.1
-
20
-
-
0000680233
-
A combinatorial central limit theorem
-
W. Hoeffding, "A combinatorial central limit theorem," Ann. Math. Stat., vol. 22, pp. 558-566, 1951.
-
(1951)
Ann. Math. Stat.
, vol.22
, pp. 558-566
-
-
Hoeffding, W.1
-
22
-
-
4344588165
-
The concentration of measure phenomenon
-
M. Ledoux, "The Concentration of Measure Phenomenon," American Math. Soc., 2001.
-
(2001)
American Math. Soc.
-
-
Ledoux, M.1
-
23
-
-
33847617461
-
Steins method for concentration inequalities
-
S. Chatterjee, "Stein's method for concentration inequalities," Probab. Theory Rel. Fields, vol. 138, pp. 305-321, 2007.
-
(2007)
Probab. Theory Rel. Fields
, vol.138
, pp. 305-321
-
-
Chatterjee, S.1
-
24
-
-
0030489977
-
New concentration inequalities in product spaces
-
M. Talagrand, "New concentration inequalities in product spaces," Invent. Math., vol. 126, pp. 505-563, 1996.
-
(1996)
Invent. Math.
, vol.126
, pp. 505-563
-
-
Talagrand, M.1
-
25
-
-
33745604236
-
Stable signal recovery from incomplete and inaccurate measurements
-
E. Candès, J. Romberg, and T. Tao, "Stable signal recovery from incomplete and inaccurate measurements," Comm. Pure Appl. Math., vol. 59, no. 8, 2006.
-
(2006)
Comm. Pure Appl. Math.
, vol.59
, Issue.8
-
-
Candès, E.1
Romberg, J.2
Tao, T.3
-
27
-
-
33748109164
-
Approximate nearest neighbors and the fast johnson-lindenstrauss transform
-
N. Ailon and B. Chazelle, "Approximate nearest neighbors and the fast Johnson-Lindenstrauss transform," in Proc. 38th ACM Symp. Theory Comput., 2006, vol. 66, pp. 557-563.
-
(2006)
Proc. 38th ACM Symp. Theory Comput.
, vol.66
, pp. 557-563
-
-
Ailon, N.1
Chazelle, B.2
|