-
1
-
-
41949102240
-
Toeplitz-structured compressed sensing matrices
-
Madison, W
-
W. Bajwa, J. Haupt, G. Raz, S. Wright, and R. Nowak. Toeplitz-structured compressed sensing matrices. Proc IEEE Work Stat Sig Proce, Madison, WI, 2007.
-
(2007)
Proc IEEE Work Stat Sig Proce
-
-
Bajwa, W.1
Haupt, J.2
Raz, G.3
Wright, S.4
Nowak, R.5
-
2
-
-
77952743265
-
Compressed channel sensing: A new approach to estimating sparse multipath channels
-
W. Bajwa, J. Haupt, A. Sayeed, and R. Nowak. Compressed channel sensing: A new approach to estimating sparse multipath channels. Proc IEEE, 98(6):1058-1076, 2010.
-
(2010)
Proc IEEE
, vol.98
, Issue.6
, pp. 1058-1076
-
-
Bajwa, W.1
Haupt, J.2
Sayeed, A.3
Nowak, R.4
-
3
-
-
85032751965
-
Compressive sensing
-
12
-
R. Baraniuk. Compressive sensing. IEEE Signal Proc Mag, 24(4):118-120, 124, 2007.
-
(2007)
IEEE Signal Proc Mag
, vol.24
, Issue.4
, pp. 118-120
-
-
Baraniuk, R.1
-
4
-
-
77950244328
-
Model-based compressive sensing
-
R. Baraniuk, V. Cevher, M. Duarte, and C. Hegde. Model-based compressive sensing. IEEE Trans. Inform Theory, 56(4):1982-2001, 2010.
-
(2010)
IEEE Trans. Inform Theory
, vol.56
, Issue.4
, pp. 1982-2001
-
-
Baraniuk, R.1
Cevher, V.2
Duarte, M.3
Hegde, C.4
-
5
-
-
55649115527
-
A simple proof of the restricted isometry property for random matrices
-
R. Baraniuk, M. Davenport, R. DeVore, and M. Wakin. A simple proof of the restricted isometry property for random matrices. Const Approx, 28(3):253-263, 2008.
-
(2008)
Const Approx
, vol.28
, Issue.3
, pp. 253-263
-
-
Baraniuk, R.1
Davenport, M.2
DeVore, R.3
Wakin, M.4
-
6
-
-
58849146227
-
Random projections of smooth manifolds
-
R. Baraniuk and M. Wakin. Random projections of smooth manifolds. Found Comput Math, 9(1):51-77, 2009.
-
(2009)
Found Comput Math
, vol.9
, Issue.1
, pp. 51-77
-
-
Baraniuk, R.1
Wakin, M.2
-
7
-
-
33847627507
-
Distributed compressed sensing of jointly sparse signals
-
Pacific Grove, C
-
D. Baron, M. Duarte, S. Sarvotham, M. Wakin, and R. Baraniuk. Distributed compressed sensing of jointly sparse signals. Proc Asilomar Conf Sign, Syst Comput, Pacific Grove, CA, 2005.
-
(2005)
Proc Asilomar Conf Sign, Syst Comput
-
-
Baron, D.1
Duarte, M.2
Sarvotham, S.3
Wakin, M.4
Baraniuk, R.5
-
9
-
-
77953866473
-
Distributed spectrum sensing for cognitive radio networks by exploiting sparsity
-
J. Bazerque and G. Giannakis. Distributed spectrum sensing for cognitive radio networks by exploiting sparsity. IEEE Trans Sig Proc, 58(3):1847-1862, 2010.
-
(2010)
IEEE Trans Sig Proc
, vol.58
, Issue.3
, pp. 1847-1862
-
-
Bazerque, J.1
Giannakis, G.2
-
10
-
-
79551681610
-
Error estimates for orthogonal matching pursuit and random dictionaries
-
P. Bechler and P. Wojtaszczyk. Error estimates for orthogonal matching pursuit and random dictionaries. Const Approx, 33(2):273-288, 2011.
-
(2011)
Const Approx
, vol.33
, Issue.2
, pp. 273-288
-
-
Bechler, P.1
Wojtaszczyk, P.2
-
11
-
-
85014561619
-
A fast iterative shrinkage-thresholding algorithm for linear inverse problems
-
A. Beck and M. Teboulle. A fast iterative shrinkage-thresholding algorithm for linear inverse problems. SIAM J Imag Sci, 2(1):183-202, 2009.
-
(2009)
SIAM J Imag Sci
, vol.2
, Issue.1
, pp. 183-202
-
-
Beck, A.1
Teboulle, M.2
-
12
-
-
79551550744
-
Nesta: A fast and accurate first-order method for sparse recovery
-
S. Becker, J. Bobin, and E. Candes. NESTA: A fast and accurate first-order method for sparse recovery. SIAM J Imag Sci, 4(1):1-39, 2011.
-
(2011)
SIAM J Imag Sci
, vol.4
, Issue.1
, pp. 1-39
-
-
Becker, S.1
Bobin, J.2
Candes, E.3
-
13
-
-
84856004485
-
Templates for convex cone problems with applications to sparse signal recovery
-
S. Becker, E. Candes, and M. Grant. Templates for convex cone problems with applications to sparse signal recovery. Math Prog Comp, 3(3):165-218, 2011.
-
(2011)
Math Prog Comp
, vol.3
, Issue.3
, pp. 165-218
-
-
Becker, S.1
Candes, E.2
Grant, M.3
-
14
-
-
0042378381
-
Laplacian eigenmaps for dimensionality reduction and data representation
-
M. Belkin and P. Niyogi. Laplacian eigenmaps for dimensionality reduction and data representation. Neural Comput, 15(6):1373-1396, 2003.
-
(2003)
Neural Comput
, vol.15
, Issue.6
, pp. 1373-1396
-
-
Belkin, M.1
Niyogi, P.2
-
15
-
-
3142725535
-
Semi-supervised learning on riemannian manifolds
-
M. Belkin and P. Niyogi. Semi-supervised learning on Riemannian manifolds. Mach Learning, 56:209-239, 2004.
-
(2004)
Mach Learning
, vol.56
, pp. 209-239
-
-
Belkin, M.1
Niyogi, P.2
-
17
-
-
77952570699
-
The cramer-rao bound for estimating a sparse parameter vector
-
Z. Ben-Haim and Y. C. Eldar. The Cramer-Rao bound for estimating a sparse parameter vector. IEEE Trans Sig Proc, 58(6):3384-3389, 2010.
-
(2010)
IEEE Trans Sig Proc
, vol.58
, Issue.6
, pp. 3384-3389
-
-
Ben-Haim, Z.1
Eldar, Y.C.2
-
18
-
-
77956742050
-
Coherence-based performance guarantees for estimating a sparse vector under random noise
-
Z. Ben-Haim, Y. C. Eldar, and M. Elad. Coherence-based performance guarantees for estimating a sparse vector under random noise. IEEE Trans Sig Proc, 58(10):5030-5043, 2010.
-
(2010)
IEEE Trans Sig Proc
, vol.58
, Issue.10
, pp. 5030-5043
-
-
Ben-Haim, Z.1
Eldar, Y.C.2
Elad, M.3
-
20
-
-
64549162832
-
Combining geometry and combinatorics: Aunified approach to sparse signal recovery
-
Monticello, IL, Sep
-
R. Berinde, A. Gilbert, P. Indyk, H. Karloff, and M. Strauss. Combining geometry and combinatorics: Aunified approach to sparse signal recovery. Proc Allerton Conf Commun. Control, Comput, Monticello, IL, Sept. 2008.
-
(2008)
Proc Allerton Conf Commun. Control, Comput
-
-
Berinde, R.1
Gilbert, A.2
Indyk, P.3
Karloff, H.4
Strauss, M.5
-
21
-
-
64549129145
-
Practical near-optimal sparse recovery in the l1 norm
-
Monticello, IL, Sep
-
R. Berinde, P. Indyk, and M. Ruzic. Practical near-optimal sparse recovery in the l1 norm. In Proc Allerton Conf Comm Control, Comput, Monticello, IL, Sept. 2008.
-
(2008)
Proc Allerton Conf Comm Control, Comput
-
-
Berinde, R.1
Indyk, P.2
Ruzic, M.3
-
22
-
-
0013274564
-
Sur les integrales de fourier absolument convergentes et leur application a une transformation fonctionelle
-
Helsinki, Finlan
-
A. Beurling. Sur les integrales de Fourier absolument convergentes et leur application a une transformation fonctionelle. In Proc Scandi Math Congr, Helsinki, Finland, 1938.
-
(1938)
Proc Scandi Math Congr
-
-
Beurling, A.1
-
24
-
-
69949164527
-
Iterative hard thresholding for compressive sensing
-
T. Blumensath and M. Davies. Iterative hard thresholding for compressive sensing. Appl Comput Harmon Anal, 27(3):265-274, 2009.
-
(2009)
Appl Comput Harmon Anal
, vol.27
, Issue.3
, pp. 265-274
-
-
Blumensath, T.1
Davies, M.2
-
25
-
-
64549135334
-
Sampling theorems for signals from the union of finitedimensional linear subspaces
-
T. Blumensath and M. Davies. Sampling theorems for signals from the union of finitedimensional linear subspaces. IEEE Trans Inform Theory, 55(4):1872-1882, 2009.
-
(2009)
IEEE Trans Inform Theory
, vol.55
, Issue.4
, pp. 1872-1882
-
-
Blumensath, T.1
Davies, M.2
-
26
-
-
79953091863
-
A quantitative notion of redundancy for finite frames
-
B. Bodmann, P. Cassaza, and G. Kutyniok. A quantitative notion of redundancy for finite frames. Appl Comput Harmon Anal, 30(3):348-362, 2011.
-
(2011)
Appl Comput Harmon Anal
, vol.30
, Issue.3
, pp. 348-362
-
-
Bodmann, B.1
Cassaza, P.2
Kutyniok, G.3
-
27
-
-
79957632493
-
Sparse recovery from combined fusion frame measurements
-
P. Boufounos, H. Rauhut, and G. Kutyniok. Sparse recovery from combined fusion frame measurements. IEEE Trans Inform Theory, 57(6):3864-3876, 2011.
-
(2011)
IEEE Trans Inform Theory
, vol.57
, Issue.6
, pp. 3864-3876
-
-
Boufounos, P.1
Rauhut, H.2
Kutyniok, G.3
-
28
-
-
79959751399
-
Explicit constructions of rip matrices and related problems
-
J. Bourgain, S. Dilworth, K. Ford, S. Konyagin, and D. Kutzarova. Explicit constructions of RIP matrices and related problems. Duke Math J, 159(1):145-185, 2011.
-
(2011)
Duke Math J
, vol.159
, Issue.1
, pp. 145-185
-
-
Bourgain, J.1
Dilworth, S.2
Ford, K.3
Konyagin, S.4
Kutzarova, D.5
-
29
-
-
0029746550
-
Spectrum-blind minimum-rate sampling and reconstruction of 2-d multiband signals
-
Zurich, Switzerlan
-
Y. Bresler and P. Feng. Spectrum-blind minimum-rate sampling and reconstruction of 2-D multiband signals. Proc IEEE Int Conf Image Proc (ICIP), Zurich, Switzerland, 1996.
-
(1996)
Proc IEEE Int Conf Image Proc (ICIP)
-
-
Bresler, Y.1
Feng, P.2
-
30
-
-
0040927711
-
The whitney reduction network: A method for computing autoassociative graphs
-
D. Broomhead and M. Kirby. The Whitney reduction network: A method for computing autoassociative graphs. Neural Comput, 13:2595-2616, 2001.
-
(2001)
Neural Comput
, vol.13
, pp. 2595-2616
-
-
Broomhead, D.1
Kirby, M.2
-
31
-
-
59749104367
-
From sparse solutions of systems of equations to sparse modeling of signals and images
-
A. Bruckstein, D. Donoho, and M. Elad. From sparse solutions of systems of equations to sparse modeling of signals and images. SIAM Rev, 51(1):34-81, 2009.
-
(2009)
SIAM Rev
, vol.51
, Issue.1
, pp. 34-81
-
-
Bruckstein, A.1
Donoho, D.2
Elad, M.3
-
32
-
-
79957998464
-
Limiting laws of coherence of random matrices with applications to testing covariance structure and construction of compressed sensing matrices
-
T. Cai and T. Jiang. Limiting laws of coherence of random matrices with applications to testing covariance structure and construction of compressed sensing matrices. Ann Stat, 39(3):1496-1525, 2011.
-
(2011)
Ann Stat
, vol.39
, Issue.3
, pp. 1496-1525
-
-
Cai, T.1
Jiang, T.2
-
33
-
-
84878104490
-
Compressive sampling
-
Madrid, Spai
-
E. Candes. Compressive sampling. Proc Int Congre Math, Madrid, Spain, 2006.
-
(2006)
Proc Int Congre Math
-
-
Candes, E.1
-
34
-
-
42649140570
-
The restricted isometry property and its implications for compressed sensing
-
E. Candes. The restricted isometry property and its implications for compressed sensing. CRAcadSci, SerI, 346(9-10):589-592, 2008.
-
(2008)
Cracadsci, Seri
, vol.346
, Issue.9-10
, pp. 589-592
-
-
Candes, E.1
-
35
-
-
79955778301
-
Compressed sensing with coherent and redundant dictionaries
-
E. Candes, Y. C. Eldar, D. Needell, and P. Randall. Compressed sensing with coherent and redundant dictionaries. Appl Comput Harmon Anal, 31(1):59-73, 2010.
-
(2010)
Appl Comput Harmon Anal
, vol.31
, Issue.1
, pp. 59-73
-
-
Candes, E.1
Eldar, Y.C.2
Needell, D.3
Randall, P.4
-
36
-
-
79960675858
-
Robust principal component analysis?
-
E. Candes, X. Li, Y. Ma, and J. Wright. Robust principal component analysis? J ACM, 58(1):1-37, 2009.
-
(2009)
J ACM
, vol.58
, Issue.1
, pp. 1-37
-
-
Candes, E.1
Li, X.2
Ma, Y.3
Wright, J.4
-
37
-
-
69049120308
-
Near-ideal model selection by l1 minimization
-
E. Candes and Y. Plan. Near-ideal model selection by l1 minimization. Ann Stat, 37(5A):2145-2177, 2009.
-
(2009)
Ann Stat
, vol.37
, Issue.5A
, pp. 2145-2177
-
-
Candes, E.1
Plan, Y.2
-
38
-
-
77952741387
-
Matrix completion with noise
-
E. Candes and Y. Plan. Matrix completion with noise. Proc IEEE, 98(6):925-936, 2010.
-
(2010)
Proc IEEE
, vol.98
, Issue.6
, pp. 925-936
-
-
Candes, E.1
Plan, Y.2
-
39
-
-
71049116435
-
Exact matrix completion via convex optimization
-
E. Candes and B. Recht. Exact matrix completion via convex optimization. Found Comput Math, 9(6):717-772, 2009.
-
(2009)
Found Comput Math
, vol.9
, Issue.6
, pp. 717-772
-
-
Candes, E.1
Recht, B.2
-
40
-
-
33744726904
-
Quantitative robust uncertainty principles and optimally sparse decompositions
-
E. Candes and J. Romberg. Quantitative robust uncertainty principles and optimally sparse decompositions. Found Comput Math, 6(2):227-254, 2006.
-
(2006)
Found Comput Math
, vol.6
, Issue.2
, pp. 227-254
-
-
Candes, E.1
Romberg, J.2
-
41
-
-
31744440684
-
Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
-
E. Candes, J. Romberg, and T. Tao. Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information. IEEE Trans Inform Theory, 52(2):489-509, 2006.
-
(2006)
IEEE Trans Inform Theory
, vol.52
, Issue.2
, pp. 489-509
-
-
Candes, E.1
Romberg, J.2
Tao, T.3
-
42
-
-
33745604236
-
Stable signal recovery from incomplete and inaccurate measurements
-
E. Candes, J. Romberg, and T. Tao. Stable signal recovery from incomplete and inaccurate measurements. Comm Pure Appl Math, 59(8):1207-1223, 2006.
-
(2006)
Comm Pure Appl Math
, vol.59
, Issue.8
, pp. 1207-1223
-
-
Candes, E.1
Romberg, J.2
Tao, T.3
-
43
-
-
29144439194
-
Decoding by linear programming
-
E. Candes and T. Tao. Decoding by linear programming. IEEE Trans Inform Theory, 51(12):4203-4215, 2005.
-
(2005)
IEEE Trans Inform Theory
, vol.51
, Issue.12
, pp. 4203-4215
-
-
Candes, E.1
Tao, T.2
-
44
-
-
33947416035
-
Near optimal signal recovery from random projections: Universal encoding strategies?
-
E. Candes and T. Tao. Near optimal signal recovery from random projections: Universal encoding strategies? IEEE Trans Inform Theory, 52(12):5406-5425, 2006.
-
(2006)
IEEE Trans Inform Theory
, vol.52
, Issue.12
, pp. 5406-5425
-
-
Candes, E.1
Tao, T.2
-
45
-
-
34548275795
-
The dantzig selector: Statistical estimation when p is much larger than
-
E. Candes and T. Tao. The Dantzig selector: Statistical estimation when p is much larger than n. Ann Stat, 35(6):2313-2351, 2007.
-
(2007)
N. Ann Stat
, vol.35
, Issue.6
, pp. 2313-2351
-
-
Candes, E.1
Tao, T.2
-
46
-
-
0001897012
-
Uber den variabilitatsbereich der koeffizienten von potenzreihen, die gegebene werte nicht annehmen
-
C. Caratheodory. Uber den Variabilitatsbereich der Koeffizienten von Potenzreihen, die gegebene Werte nicht annehmen. Math Ann, 64:95-115, 1907.
-
(1907)
Math Ann
, vol.64
, pp. 95-115
-
-
Caratheodory, C.1
-
47
-
-
65749318481
-
Uber den variabilitatsbereich der fourierschen konstanten von positiven harmonischen funktionen
-
C. Caratheodory. Uber den Variabilitatsbereich der Fourierschen Konstanten von positiven harmonischen Funktionen. Rend Circ Mat Palermo, 32:193-217, 1911.
-
(1911)
Rend Circ Mat Palermo
, vol.32
, pp. 193-217
-
-
Caratheodory, C.1
-
49
-
-
84898626615
-
Sparse signal recovery using markov random fields
-
Vancouver, B
-
V. Cevher, M. Duarte, C. Hegde, and R. Baraniuk. Sparse signal recovery using Markov random fields. In ProcAdv Neural Proc Syst(NIPS), Vancouver, BC, 2008.
-
(2008)
Procadv Neural Proc Syst(Nips)
-
-
Cevher, V.1
Duarte, M.2
Hegde, C.3
Baraniuk, R.4
-
50
-
-
77949525869
-
Recovery of clustered sparse signals from compressive measurements
-
Marseilles, Franc
-
V. Cevher, P. Indyk, C. Hegde, and R. Baraniuk. Recovery of clustered sparse signals from compressive measurements. Proc Sampling Theory Appl (SampTA), Marseilles, France, 2009.
-
(2009)
Proc Sampling Theory Appl (Sampta)
-
-
Cevher, V.1
Indyk, P.2
Hegde, C.3
Baraniuk, R.4
-
52
-
-
33947142837
-
Theoretical results on sparse representations of multiple-measurement vectors
-
J. Chen and X. Huo. Theoretical results on sparse representations of multiple-measurement vectors. IEEE Trans Sig Proc, 54(12):4634-4643, 2006.
-
(2006)
IEEE Trans Sig Proc
, vol.54
, Issue.12
, pp. 4634-4643
-
-
Chen, J.1
Huo, X.2
-
53
-
-
0032131292
-
Atomic decomposition by basis pursuit
-
S. Chen, D. Donoho, and M. Saunders. Atomic decomposition by basis pursuit. SIAM J Sci Comp, 20(1):33-61, 1998.
-
(1998)
SIAM J Sci Comp
, vol.20
, Issue.1
, pp. 33-61
-
-
Chen, S.1
Donoho, D.2
Saunders, M.3
-
54
-
-
79954555242
-
Sensitivity to basis mismatch in compressed sensing
-
Y. Chi, L. Scharf, A. Pezeshki, and R. Calderbank. Sensitivity to basis mismatch in compressed sensing. IEEE Trans Sig Proc, 59(5):2182-2195, 2011.
-
(2011)
IEEE Trans Sig Proc
, vol.59
, Issue.5
, pp. 2182-2195
-
-
Chi, Y.1
Scharf, L.2
Pezeshki, A.3
Calderbank, R.4
-
57
-
-
57349181932
-
Compressed sensing and best fc-term approximation
-
A. Cohen, W. Dahmen, and R. DeVore. Compressed sensing and best fc-term approximation. J Am Math Soc, 22(1):211-231, 2009.
-
(2009)
J am Math Soc
, vol.22
, Issue.1
, pp. 211-231
-
-
Cohen, A.1
Dahmen, W.2
DeVore, R.3
-
59
-
-
70349694196
-
Finding the frequent items in streams of data
-
G. Cormode and M. Hadjieleftheriou. Finding the frequent items in streams of data. Comm ACM, 52(10):97-105, 2009.
-
(2009)
Comm ACM
, vol.52
, Issue.10
, pp. 97-105
-
-
Cormode, G.1
Hadjieleftheriou, M.2
-
60
-
-
14844367057
-
Improved data stream summaries: The count-min sketch and its applications
-
G. Cormode and S. Muthukrishnan. Improved data stream summaries: The count-min sketch and its applications. J Algorithms, 55(1):58-75, 2005.
-
(2005)
J Algorithms
, vol.55
, Issue.1
, pp. 58-75
-
-
Cormode, G.1
Muthukrishnan, S.2
-
61
-
-
3543131272
-
Geodesic entropic graphs for dimension and entropy estimation in manifold learning
-
J. Costa and A. Hero. Geodesic entropic graphs for dimension and entropy estimation in manifold learning. IEEE Trans Sig Proc, 52(8):2210-2221, 2004.
-
(2004)
IEEE Trans Sig Proc
, vol.52
, Issue.8
, pp. 2210-2221
-
-
Costa, J.1
Hero, A.2
-
62
-
-
0036493737
-
Sparse channel estimation via matching pursuit with application to equalization
-
S. Cotter and B. Rao. Sparse channel estimation via matching pursuit with application to equalization. IEEE Trans Commun, 50(3):374-377, 2002.
-
(2002)
IEEE Trans Commun
, vol.50
, Issue.3
, pp. 374-377
-
-
Cotter, S.1
Rao, B.2
-
63
-
-
23844477225
-
Sparse solutions to linear inverse problems with multiple measurement vectors
-
S. Cotter, B. Rao, K. Engan, and K. Kreutz-Delgado. Sparse solutions to linear inverse problems with multiple measurement vectors. IEEE Trans Sig Proc, 53(7):2477-2488, 2005.
-
(2005)
IEEE Trans Sig Proc
, vol.53
, Issue.7
, pp. 2477-2488
-
-
Cotter, S.1
Rao, B.2
Engan, K.3
Kreutz-Delgado, K.4
-
64
-
-
65749110333
-
Subspace pursuit for compressive sensing signal reconstruction
-
W. Dai and O. Milenkovic. Subspace pursuit for compressive sensing signal reconstruction. IEEE Trans Inform Theory, 55(5):2230-2249, 2009.
-
(2009)
IEEE Trans Inform Theory
, vol.55
, Issue.5
, pp. 2230-2249
-
-
Dai, W.1
Milenkovic, O.2
-
66
-
-
7044231546
-
An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
-
I. Daubechies, M. Defrise, and C. De Mol. An iterative thresholding algorithm for linear inverse problems with a sparsity constraint. Comm Pure Appl Math, 57(11):1413-1457, 2004.
-
(2004)
Comm Pure Appl Math
, vol.57
, Issue.11
, pp. 1413-1457
-
-
Daubechies, I.1
Defrise, M.2
De Mol, C.3
-
70
-
-
77949735239
-
Signal processing with compressive measurements
-
M. Davenport, P. Boufounos, M. Wakin, and R. Baraniuk. Signal processing with compressive measurements. IEEE J Sel Top Sig Proc, 4(2):445-460, 2010.
-
(2010)
IEEE J Sel Top Sig Proc
, vol.4
, Issue.2
, pp. 445-460
-
-
Davenport, M.1
Boufounos, P.2
Wakin, M.3
Baraniuk, R.4
-
71
-
-
84938509068
-
The smashed filter for compressive classification and target recognition
-
San Jose, C
-
M. Davenport, M. Duarte, M. Wakin, et al. The smashed filter for compressive classification and target recognition. In Proc IS&T/SPIE Symp Elec Imag: Comp Imag, San Jose, CA, 2007.
-
(2007)
Proc Is&T/Spie Symp Elec Imag: Comp Imag
-
-
Davenport, M.1
Duarte, M.2
Wakin, M.3
-
72
-
-
77956933049
-
Joint manifolds for data fusion
-
M. Davenport, C. Hegde, M. Duarte, and R. Baraniuk. Joint manifolds for data fusion. IEEE Trans Image Proc, 19(10):2580-2594, 2010.
-
(2010)
IEEE Trans Image Proc
, vol.19
, Issue.10
, pp. 2580-2594
-
-
Davenport, M.1
Hegde, C.2
Duarte, M.3
Baraniuk, R.4
-
73
-
-
77953296143
-
-
Technical Report TREE 0906, Rice Univ., ECE Dep
-
M. Davenport, J. Laska, P. Boufounos, and R. Baraniuk. A simple proof that random matrices are democratic. Technical Report TREE 0906, Rice Univ., ECE Dept, 2009.
-
(2009)
A Simple Proof that Random Matrices are Democratic
-
-
Davenport, M.1
Laska, J.2
Boufounos, P.3
Baraniuk, R.4
-
74
-
-
79951655132
-
A wideband compressive radio receiver
-
San Jose, C
-
M. Davenport, S. Schnelle, J. P. Slavinsky, et al. A wideband compressive radio receiver. Proc IEEE Conf Mil Comm (MILCOM), San Jose, CA, 2010.
-
(2010)
Proc IEEE Conf Mil Comm (MILCOM)
-
-
Davenport, M.1
Schnelle, S.2
Slavinsky, J.P.3
-
75
-
-
77955735515
-
Analysis of orthogonal matching pursuit using the restricted isometry property
-
M. Davenport and M. Wakin. Analysis of orthogonal matching pursuit using the restricted isometry property. IEEE Trans Inform Theory, 56(9):4395-4401, 2010.
-
(2010)
IEEE Trans Inform Theory
, vol.56
, Issue.9
, pp. 4395-4401
-
-
Davenport, M.1
Wakin, M.2
-
77
-
-
85009724776
-
Nonlinear approximation
-
R. DeVore. Nonlinear approximation. Acta Numer, 7:51-150, 1998.
-
(1998)
Acta Numer
, vol.7
, pp. 51-150
-
-
DeVore, R.1
-
78
-
-
36248929865
-
Deterministic constructions of compressed sensing matrices
-
R. DeVore. Deterministic constructions of compressed sensing matrices. J Complex, 23(4):918-925, 2007.
-
(2007)
J Complex
, vol.23
, Issue.4
, pp. 918-925
-
-
DeVore, R.1
-
79
-
-
50249145166
-
Tree-based majorize-minimize algorithm for compressed sensing with sparse-tree prior
-
Saint Thomas, US Virgin Island
-
M. Do and C. La. Tree-based majorize-minimize algorithm for compressed sensing with sparse-tree prior. Int Workshop Comput Adv Multi-Sensor Adapt Proc (CAMSAP), Saint Thomas, US Virgin Islands, 2007.
-
(2007)
Int Workshop Comput Adv Multi-Sensor Adapt Proc (CAMSAP)
-
-
Do, M.1
La, C.2
-
80
-
-
0029307534
-
Denoising by soft-thresholding
-
D. Donoho. Denoising by soft-thresholding. IEEE Trans Inform Theory, 41(3):613-627, 1995.
-
(1995)
IEEE Trans Inform Theory
, vol.41
, Issue.3
, pp. 613-627
-
-
Donoho, D.1
-
82
-
-
33645712892
-
Compressed sensing
-
D. Donoho. Compressed sensing. IEEE Trans Inform Theory, 52(4):1289-1306, 2006.
-
(2006)
IEEE Trans Inform Theory
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.1
-
83
-
-
33646365077
-
For most large underdetermined systems of linear equations, the minimal l1-norm solution is also the sparsest solution
-
D. Donoho. For most large underdetermined systems of linear equations, the minimal l1-norm solution is also the sparsest solution. Comm Pure Appl Math, 59(6):797-829, 2006.
-
(2006)
Comm Pure Appl Math
, vol.59
, Issue.6
, pp. 797-829
-
-
Donoho, D.1
-
84
-
-
33646479497
-
High-dimensional centrally symmetric polytopes with neighborliness proportional to dimension
-
D. Donoho. High-dimensional centrally symmetric polytopes with neighborliness proportional to dimension. Discrete Comput Geom, 35(4):617-652, 2006.
-
(2006)
Discrete Comput Geom
, vol.35
, Issue.4
, pp. 617-652
-
-
Donoho, D.1
-
86
-
-
0037418225
-
Optimally sparse representation in general (Nonorthogonal) dictionaries via l1 minimization
-
D. Donoho and M. Elad. Optimally sparse representation in general (nonorthogonal) dictionaries via l1 minimization. Proc Natl Acad Sci, 100(5):2197-2202, 2003.
-
(2003)
Proc Natl Acad Sci
, vol.100
, Issue.5
, pp. 2197-2202
-
-
Donoho, D.1
Elad, M.2
-
87
-
-
30844455150
-
On the stability of basis pursuit in the presence of noise
-
D. Donoho and M. Elad. On the stability of basis pursuit in the presence of noise. EURASIP Sig Proc J, 86(3):511-532, 2006.
-
(2006)
EURASIP Sig Proc J
, vol.86
, Issue.3
, pp. 511-532
-
-
Donoho, D.1
Elad, M.2
-
88
-
-
33144483155
-
Stable recovery of sparse overcomplete representations in the presence of noise
-
D. Donoho, M. Elad, and V. Temlyahov. Stable recovery of sparse overcomplete representations in the presence of noise. IEEE Trans Inform Theory, 52(1):6-18, 2006.
-
(2006)
IEEE Trans Inform Theory
, vol.52
, Issue.1
, pp. 6-18
-
-
Donoho, D.1
Elad, M.2
Temlyahov, V.3
-
89
-
-
0037948870
-
Hessian eigenmaps: Locally linear embedding techniques for high-dimensional data
-
D. Donoho and C. Grimes. Hessian eigenmaps: Locally linear embedding techniques for high-dimensional data. Proc Natl Acad. Sci, 100(10):5591-5596, 2003.
-
(2003)
Proc Natl Acad. Sci
, vol.100
, Issue.10
, pp. 5591-5596
-
-
Donoho, D.1
Grimes, C.2
-
90
-
-
17444432924
-
Image manifolds which are isometric to euclidean space
-
D. Donoho and C. Grimes. Image manifolds which are isometric to Euclidean space. J Math Imag Vision, 23(1):5-24, 2005.
-
(2005)
J Math Imag Vision
, vol.23
, Issue.1
, pp. 5-24
-
-
Donoho, D.1
Grimes, C.2
-
91
-
-
0026845575
-
Signal recovery and the large sieve
-
D. Donoho and B. Logan. Signal recovery and the large sieve. SIAM J Appl Math, 52(6):577-591, 1992.
-
(1992)
SIAM J Appl Math
, vol.52
, Issue.6
, pp. 577-591
-
-
Donoho, D.1
Logan, B.2
-
92
-
-
22144471532
-
Neighborliness of randomly projected simplices in high dimensions
-
D. Donoho and J. Tanner. Neighborliness of randomly projected simplices in high dimensions. Proc Natl Acad Sci, 102(27):9452-9457, 2005.
-
(2005)
Proc Natl Acad Sci
, vol.102
, Issue.27
, pp. 9452-9457
-
-
Donoho, D.1
Tanner, J.2
-
93
-
-
22144488449
-
Sparse nonnegative solutions of undetermined linear equations by linear programming
-
D. Donoho and J. Tanner. Sparse nonnegative solutions of undetermined linear equations by linear programming. Proc Natl Acad Sci, 102(27):9446-9451, 2005.
-
(2005)
Proc Natl Acad Sci
, vol.102
, Issue.27
, pp. 9446-9451
-
-
Donoho, D.1
Tanner, J.2
-
94
-
-
57349138185
-
Counting faces of randomly-projected polytopes when the projection radically lowers dimension
-
D. Donoho and J. Tanner. Counting faces of randomly-projected polytopes when the projection radically lowers dimension. J Am Math Soc, 22(1):1-53, 2009.
-
(2009)
J am Math Soc
, vol.22
, Issue.1
, pp. 1-53
-
-
Donoho, D.1
Tanner, J.2
-
95
-
-
77953126052
-
Precise undersampling theorems
-
D. Donoho and J. Tanner. Precise undersampling theorems. Proc IEEE, 98(6):913-924, 2010.
-
(2010)
Proc IEEE
, vol.98
, Issue.6
, pp. 913-924
-
-
Donoho, D.1
Tanner, J.2
-
96
-
-
55349134896
-
Fast solution of l1 norm minimization problems when the solution may be sparse
-
D. Donoho and Y. Tsaig. Fast solution of l1 norm minimization problems when the solution may be sparse. IEEE Trans Inform Theory, 54(11):4789-4812, 2008.
-
(2008)
IEEE Trans Inform Theory
, vol.54
, Issue.11
, pp. 4789-4812
-
-
Donoho, D.1
Tsaig, Y.2
-
97
-
-
34247887411
-
Sampling moments and reconstructing signals of finite rate of innovation: Shannon meets strang-fix
-
P. Dragotti, M. Vetterli, and T. Blu. Sampling moments and reconstructing signals of finite rate of innovation: Shannon meets Strang-Fix. IEEE Trans Sig Proc, 55(5):1741-1757, 2007.
-
(2007)
IEEE Trans Sig Proc
, vol.55
, Issue.5
, pp. 1741-1757
-
-
Dragotti, P.1
Vetterli, M.2
Blu, T.3
-
99
-
-
85032752277
-
Single-pixel imaging via compressive sampling
-
M. Duarte, M. Davenport, D. Takhar, et al. Single-pixel imaging via compressive sampling. IEEE Sig Proc Mag, 25(2):83-91, 2008.
-
(2008)
IEEE Sig Proc Mag
, vol.25
, Issue.2
, pp. 83-91
-
-
Duarte, M.1
Davenport, M.2
Takhar, D.3
-
100
-
-
33947687131
-
Sparse signal detection from incoherent projections
-
Toulouse, Franc
-
M. Duarte, M. Davenport, M. Wakin, and R. Baraniuk. Sparse signal detection from incoherent projections. Proc IEEE Int Conf Acoust, Speech, Sig Proc (ICASSP), Toulouse, France, 2006.
-
(2006)
Proc IEEE Int Conf Acoust, Speech, Sig Proc (ICASSP)
-
-
Duarte, M.1
Davenport, M.2
Wakin, M.3
Baraniuk, R.4
-
101
-
-
77949675429
-
Multiscale random projections for compressive classification
-
San Antonio, TX, Sep
-
M. Duarte, M. Davenport, M. Wakin, et al. Multiscale random projections for compressive classification. Proc IEEE Int Conf Image Proc (ICIP), San Antonio, TX, Sept. 2007.
-
(2007)
Proc IEEE Int Conf Image Proc (ICIP)
-
-
Duarte, M.1
Davenport, M.2
Wakin, M.3
-
102
-
-
80051736221
-
Structured compressed sensing: Theory and applications
-
M. Duarte and Y. C. Eldar. Structured compressed sensing: Theory and applications. IEEE Trans Sig Proc, 59(9):4053-4085, 2011.
-
(2011)
IEEE Trans Sig Proc
, vol.59
, Issue.9
, pp. 4053-4085
-
-
Duarte, M.1
Eldar, Y.C.2
-
104
-
-
51449090779
-
Wavelet-domain compressive signal reconstruction using a hidden markov tree model
-
Las Vegas, NV, Ap
-
M. Duarte, M. Wakin, and R. Baraniuk. Wavelet-domain compressive signal reconstruction using a hidden Markov tree model. Proc IEEE Int Conf Acoust, Speech, Signal Proc (ICASSP), Las Vegas, NV, Apr. 2008.
-
(2008)
Proc IEEE Int Conf Acoust, Speech, Signal Proc (ICASSP)
-
-
Duarte, M.1
Wakin, M.2
Baraniuk, R.3
-
105
-
-
65649090845
-
Nonlinear and non-ideal sampling: Theory and methods
-
T. Dvorkind, Y. C. Eldar, and E. Matusiak. Nonlinear and non-ideal sampling: Theory and methods. IEEE Trans Sig Proc, 56(12):471-481, 2009.
-
(2009)
IEEE Trans Sig Proc
, vol.56
, Issue.12
, pp. 471-481
-
-
Dvorkind, T.1
Eldar, Y.C.2
Matusiak, E.3
-
107
-
-
42149167847
-
A wide-angle view at iterated shrinkage algorithms
-
San Diego, C
-
M. Elad, B. Matalon, J. Shtok, and M. Zibulevsky. A wide-angle view at iterated shrinkage algorithms. Proc SPIE Optics Photonics: Wavelets, San Diego, CA, 2007.
-
(2007)
Proc SPIE Optics Photonics: Wavelets
-
-
Elad, M.1
Matalon, B.2
Shtok, J.3
Zibulevsky, M.4
-
108
-
-
70350712194
-
Rethinking biased estimation: Improving maximum likelihood and the cramer- rao bound found
-
Y. C. Eldar. Rethinking biased estimation: Improving maximum likelihood and the Cramer- Rao bound Found. Trends Sig Proc, 1(4):305-449, 2008.
-
(2008)
Trends Sig Proc
, vol.1
, Issue.4
, pp. 305-449
-
-
Eldar, Y.C.1
-
109
-
-
68249162101
-
Compressed sensing of analog signals in shift-invariant spaces
-
Y. C. Eldar. Compressed sensing of analog signals in shift-invariant spaces. IEEE Trans Sig Proc, 57(8):2986-2997, 2009.
-
(2009)
IEEE Trans Sig Proc
, vol.57
, Issue.8
, pp. 2986-2997
-
-
Eldar, Y.C.1
-
110
-
-
60549117145
-
Generalized sure for exponential families: Applications to regularization
-
Y. C. Eldar. Generalized SURE for exponential families: Applications to regularization. IEEE Trans Sig Proc, 57(2):471-481, 2009.
-
(2009)
IEEE Trans Sig Proc
, vol.57
, Issue.2
, pp. 471-481
-
-
Eldar, Y.C.1
-
111
-
-
77949747117
-
Uncertainty relations for shift-invariant analog signals
-
Y. C. Eldar. Uncertainty relations for shift-invariant analog signals. IEEE Trans Inform Theory, 55(12):5742-5757, 2009.
-
(2009)
IEEE Trans Inform Theory
, vol.55
, Issue.12
, pp. 5742-5757
-
-
Eldar, Y.C.1
-
112
-
-
77952576986
-
Block-sparse signals: Uncertainty relations and efficient recovery
-
Y. C. Eldar, P. Kuppinger, and H. Bolcskei. Block-sparse signals: Uncertainty relations and efficient recovery. IEEE Trans Sig Proc, 58(6):3042-3054, 2010.
-
(2010)
IEEE Trans Sig Proc
, vol.58
, Issue.6
, pp. 3042-3054
-
-
Eldar, Y.C.1
Kuppinger, P.2
Bolcskei, H.3
-
113
-
-
85032751311
-
Beyond bandlimited sampling
-
Y. C. Eldar and T. Michaeli. Beyond bandlimited sampling. IEEE Sig Proc Mag, 26(3): 48-68, 2009.
-
(2009)
IEEE Sig Proc Mag
, vol.26
, Issue.3
, pp. 48-68
-
-
Eldar, Y.C.1
Michaeli, T.2
-
114
-
-
70350743173
-
Robust recovery of signals from a structured union of subspaces
-
Y. C. Eldar and M. Mishali. Robust recovery of signals from a structured union of subspaces. IEEE Trans Inform Theory, 55(11):5302-5316, 2009.
-
(2009)
IEEE Trans Inform Theory
, vol.55
, Issue.11
, pp. 5302-5316
-
-
Eldar, Y.C.1
Mishali, M.2
-
115
-
-
73849109362
-
Average case analysis of multichannel sparse recovery using convex relaxation
-
Y. C. Eldar and H. Rauhut. Average case analysis of multichannel sparse recovery using convex relaxation. IEEE Trans Inform Theory, 6(1):505-519, 2010.
-
(2010)
IEEE Trans Inform Theory
, vol.6
, Issue.1
, pp. 505-519
-
-
Eldar, Y.C.1
Rauhut, H.2
-
116
-
-
77949627428
-
Compressed sensing approach for high throughput carrier screen
-
Monticello, IL, Sept
-
Y. Erlich, N. Shental, A. Amir, and O. Zuk. Compressed sensing approach for high throughput carrier screen. Proc Allerton Conf Commun Contr Comput, Monticello, IL, Sept. 2009.
-
(2009)
Proc Allerton Conf Commun Contr Comput
-
-
Erlich, Y.1
Shental, N.2
Amir, A.3
Zuk, O.4
-
118
-
-
0029746550
-
Spectrum-blind minimum-rate sampling and reconstruction of multiband signals
-
Atlanta, GA, Ma
-
P. Feng and Y. Bresler. Spectrum-blind minimum-rate sampling and reconstruction of multiband signals. Proc IEEE Int Conf Acoust, Speech, Sig Proc (ICASSP), Atlanta, GA, May 1996.
-
(1996)
Proc IEEE Int Conf Acoust, Speech, Sig Proc (ICASSP)
-
-
Feng, P.1
Bresler, Y.2
-
119
-
-
0033149076
-
Reduced complexity decision feedback equalization for multipath channels with large delay spreads
-
I. Fevrier, S. Gelfand, and M. Fitz. Reduced complexity decision feedback equalization for multipath channels with large delay spreads. IEEE Trans Communi, 47(6):927-937, 1999.
-
(1999)
IEEE Trans Communi
, vol.47
, Issue.6
, pp. 927-937
-
-
Fevrier, I.1
Gelfand, S.2
Fitz, M.3
-
120
-
-
39449126969
-
Gradient projections for sparse reconstruction: Application to compressed sensing and other inverse problems
-
M. Figueiredo, R. Nowak, and S. Wright. Gradient projections for sparse reconstruction: Application to compressed sensing and other inverse problems. IEEE J Select Top Sig Proc, 1(4):586-597, 2007.
-
(2007)
IEEE J Select Top Sig Proc
, vol.1
, Issue.4
, pp. 586-597
-
-
Figueiredo, M.1
Nowak, R.2
Wright, S.3
-
121
-
-
36749019495
-
Recovery algorithms for vector valued data withjoint sparsity constraints
-
M. Fornassier and H. Rauhut. Recovery algorithms for vector valued data withjoint sparsity constraints. SIAM J Numer Anal, 46(2):577-613, 2008.
-
(2008)
SIAM J Numer Anal
, vol.46
, Issue.2
, pp. 577-613
-
-
Fornassier, M.1
Rauhut, H.2
-
122
-
-
77950537175
-
Regularization paths for generalized linear models via coordinate descent
-
J. Friedman, T. Hastie, and R. Tibshirani. Regularization paths for generalized linear models via coordinate descent. J Stats Software, 33(1):1-22, 2010.
-
(2010)
J Stats Software
, vol.33
, Issue.1
, pp. 1-22
-
-
Friedman, J.1
Hastie, T.2
Tibshirani, R.3
-
123
-
-
0026898364
-
Methods for choosing the regularization parameter and estimating the noise variance in image restoration and their relation
-
N. Galatsanos and A. Katsaggelos. Methods for choosing the regularization parameter and estimating the noise variance in image restoration and their relation. IEEE Trans Image Proc, 1(3):322-336, 1992.
-
(1992)
IEEE Trans Image Proc
, vol.1
, Issue.3
, pp. 322-336
-
-
Galatsanos, N.1
Katsaggelos, A.2
-
124
-
-
0000286901
-
The widths of euclidean balls
-
A. Garnaev and E. Gluskin. The widths of Euclidean balls. Dokl An SSSR, 277:1048-1052, 1984.
-
(1984)
Dokl an SSSR
, vol.277
, pp. 1048-1052
-
-
Garnaev, A.1
Gluskin, E.2
-
125
-
-
77951180022
-
Time-delay estimation from low-rate samples: A union of subspaces approach
-
K. Gedalyahu and Y. C. Eldar. Time-delay estimation from low-rate samples: A union of subspaces approach. IEEE Trans Sig Proc, 58(6):3017-3031, 2010.
-
(2010)
IEEE Trans Sig Proc
, vol.58
, Issue.6
, pp. 3017-3031
-
-
Gedalyahu, K.1
Eldar, Y.C.2
-
126
-
-
79952686739
-
Multichannel sampling of pulse streams at the rate of innovation
-
K. Gedalyahu, R. Tur, and Y. C. Eldar. Multichannel sampling of pulse streams at the rate of innovation. IEEE Trans Sig Proc, 59(4):1491-1504, 2011.
-
(2011)
IEEE Trans Sig Proc
, vol.59
, Issue.4
, pp. 1491-1504
-
-
Gedalyahu, K.1
Tur, R.2
Eldar, Y.C.3
-
127
-
-
0001197443
-
Uber die abgrenzung der eigenwerte einer matrix
-
S. Gersgorin. Uber die Abgrenzung der Eigenwerte einer Matrix. Izv. Akad Nauk SSSR Ser Fiz.-Mat, 6:749-754, 1931.
-
(1931)
Izv. Akad Nauk SSSR Ser Fiz.-Mat
, vol.6
, pp. 749-754
-
-
Gersgorin, S.1
-
128
-
-
77952733655
-
Sparse recovery using sparse matrices
-
A. Gilbert and P. Indyk. Sparse recovery using sparse matrices. Proc IEEE, 98(6):937-947, 2010.
-
(2010)
Proc IEEE
, vol.98
, Issue.6
, pp. 937-947
-
-
Gilbert, A.1
Indyk, P.2
-
129
-
-
77954693745
-
Approximate sparse recovery: Optimizing time and measurements
-
Cambridge, MA, Ju
-
A. Gilbert, Y. Li, E. Porat, and M. Strauss. Approximate sparse recovery: Optimizing time and measurements. Proc ACM Symp Theory Comput, Cambridge, MA, Jun. 2010.
-
(2010)
Proc ACM Symp Theory Comput
-
-
Gilbert, A.1
Li, Y.2
Porat, E.3
Strauss, M.4
-
130
-
-
35448971851
-
One sketch for all: Fast algorithms for compressed sensing
-
San Diego, CA, Jun
-
A. Gilbert, M. Strauss, J. Tropp, and R. Vershynin. One sketch for all: Fast algorithms for compressed sensing. Proc ACM Symp Theory Comput, San Diego, CA, Jun. 2007.
-
(2007)
Proc ACM Symp Theory Comput
-
-
Gilbert, A.1
Strauss, M.2
Tropp, J.3
Vershynin, R.4
-
131
-
-
80053949919
-
Blind compressed sensing
-
To appear i
-
S. Gleichman and Y. C. Eldar. Blind compressed sensing. To appear in IEEE Trans Inform Theory, 57(10):6958-6975, 2011.
-
(2011)
IEEE Trans Inform Theory
, vol.57
, Issue.10
, pp. 6958-6975
-
-
Gleichman, S.1
Eldar, Y.C.2
-
132
-
-
84976668719
-
Using collaborative filtering to weave an information tapestry
-
D. Goldberg, D. Nichols, B. Oki, and D. Terry. Using collaborative filtering to weave an information tapestry. Commun ACM, 35(12):61-70, 1992.
-
(1992)
Commun ACM
, vol.35
, Issue.12
, pp. 61-70
-
-
Goldberg, D.1
Nichols, D.2
Oki, B.3
Terry, D.4
-
133
-
-
32044449925
-
Generalized cross-validation as a method for choosing a good ridge parameter
-
G. Golub and M. Heath. Generalized cross-validation as a method for choosing a good ridge parameter. Technometrics, 21(2):215-223, 1970.
-
(1970)
Technometrics
, vol.21
, Issue.2
, pp. 215-223
-
-
Golub, G.1
Heath, M.2
-
134
-
-
0028805010
-
Neuromagnetic source imaging with focuss: A recursive weighted minimum norm algorithm
-
I. Gorodnitsky, J. George, and B. Rao. Neuromagnetic source imaging with FOCUSS: A recursive weighted minimum norm algorithm. Electroen Clin Neuro, 95(4):231-251, 1995.
-
(1995)
Electroen Clin Neuro
, vol.95
, Issue.4
, pp. 231-251
-
-
Gorodnitsky, I.1
George, J.2
Rao, B.3
-
135
-
-
0031102203
-
Sparse signal reconstruction from limited data using focuss: A re-weighted minimum norm algorithm
-
I. Gorodnitsky and B. Rao. Sparse signal reconstruction from limited data using FOCUSS: A re-weighted minimum norm algorithm. IEEE Trans Sig Proc, 45(3):600-616, 1997.
-
(1997)
IEEE Trans Sig Proc
, vol.45
, Issue.3
, pp. 600-616
-
-
Gorodnitsky, I.1
Rao, B.2
-
136
-
-
84890496755
-
Source localization in magnetoencephalography using an iterative weighted minimum norm algorithm
-
Pacific Grove, CA, Oct
-
I. Gorodnitsky, B. Rao, and J. George. Source localization in magnetoencephalography using an iterative weighted minimum norm algorithm. Proc Asilomar Conf Sig, Syst and Comput, Pacific Grove, CA, Oct. 1992.
-
(1992)
Proc Asilomar Conf Sig, Syst and Comput
-
-
Gorodnitsky, I.1
Rao, B.2
George, J.3
-
137
-
-
57349143370
-
Atoms of all channels, unite! average case analysis of multi-channel sparse recovery using greedy algorithms
-
R. Gribonval, H. Rauhut, K. Schnass, and P. Vandergheynst. Atoms of all channels, unite! Average case analysis of multi-channel sparse recovery using greedy algorithms. J Fourier Anal Appl, 14(5):655-687, 2008.
-
(2008)
J Fourier Anal Appl
, vol.14
, Issue.5
, pp. 655-687
-
-
Gribonval, R.1
Rauhut, H.2
Schnass, K.3
Vandergheynst, P.4
-
138
-
-
53349163971
-
-
Technical Report TR07-07, Rice Univ., CAAM Dep
-
E. Hale, W. Yin, and Y. Zhang. A fixed-point continuation method for -regularized minimization with applications to compressed sensing. Technical Report TR07-07, Rice Univ., CAAM Dept, 2007.
-
(2007)
A Fixed-Point Continuation Method for -Regularized Minimization with Applications to Compressed Sensing
-
-
Hale, E.1
Yin, W.2
Zhang, Y.3
-
139
-
-
0003684449
-
-
Springer, New York, N
-
T. Hastie, R. Tibshirani, and J. Friedman. The Elements of Statistical Learning. Springer, New York, NY, 2001.
-
(2001)
The Elements of Statistical Learning
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
140
-
-
77953695736
-
On the restricted isometry of deterministically subsampled fourier matrices
-
Princeton, N
-
J. Haupt, L. Applebaum, and R. Nowak. On the restricted isometry of deterministically subsampled Fourier matrices. Conf Inform Sci Syste (CISS), Princeton, NJ, 2010.
-
(2010)
Conf Inform Sci Syste (CISS)
-
-
Haupt, J.1
Applebaum, L.2
Nowak, R.3
-
141
-
-
85032766716
-
Compressed sensing for networked data
-
J. Haupt, W. Bajwa, M. Rabbat, and R. Nowak. Compressed sensing for networked data. IEEE Sig Proc Mag, 25(2):92-101, 2008.
-
(2008)
IEEE Sig Proc Mag
, vol.25
, Issue.2
, pp. 92-101
-
-
Haupt, J.1
Bajwa, W.2
Rabbat, M.3
Nowak, R.4
-
142
-
-
77956563404
-
Toeplitz compressed sensing matrices with applications to sparse channel estimation
-
J. Haupt, W. Bajwa, G. Raz, and R. Nowak. Toeplitz compressed sensing matrices with applications to sparse channel estimation. IEEE Trans Inform Theory, 56(11):5862-5875, 2010.
-
(2010)
IEEE Trans Inform Theory
, vol.56
, Issue.11
, pp. 5862-5875
-
-
Haupt, J.1
Bajwa, W.2
Raz, G.3
Nowak, R.4
-
143
-
-
47049124348
-
Compressive sampling for signal classification
-
Pacific Grove, C
-
J. Haupt, R. Castro, R. Nowak, G. Fudge, and A. Yeh. Compressive sampling for signal classification. Proc Asilomar Conf Sig, Syste, Comput, Pacific Grove, CA, 2006.
-
(2006)
Proc Asilomar Conf Sig, Syste, Comput
-
-
Haupt, J.1
Castro, R.2
Nowak, R.3
Fudge, G.4
Yeh, A.5
-
144
-
-
33748575920
-
Signal reconstruction from noisy random projections
-
J. Haupt and R. Nowak. Signal reconstruction from noisy random projections. IEEE Trans Inform Theory, 52(9):4036-4048, 2006.
-
(2006)
IEEE Trans Inform Theory
, vol.52
, Issue.9
, pp. 4036-4048
-
-
Haupt, J.1
Nowak, R.2
-
145
-
-
34547550100
-
Compressive sampling for signal detection
-
Honolulu, H
-
J. Haupt and R. Nowak. Compressive sampling for signal detection. In Proc. IEEE Int. Conf Acoust, Speech, Sig Proc (ICASSP), Honolulu, HI, 2007.
-
(2007)
Proc. IEEE Int. Conf Acoust, Speech, Sig Proc (ICASSP)
-
-
Haupt, J.1
Nowak, R.2
-
146
-
-
73849099747
-
-
Available online a
-
D. Healy. Analog-to-information: BAA#05-35, 2005. Available online at http://www.darpa.mil/mto/solicitations/baa05-35/s/index.html.
-
(2005)
Analog-To-Information: BAA#05-35
-
-
Healy, D.1
-
147
-
-
79951614166
-
Compressive sensing recovery of spike trains using a structured sparsity model
-
Saint-Malo, Franc
-
C. Hegde, M. Duarte, and V. Cevher. Compressive sensing recovery of spike trains using a structured sparsity model. Proc Work Struc Parc Rep Adap Signaux (SPARS), Saint-Malo, France, 2009.
-
(2009)
Proc Work Struc Parc Rep Adap Signaux (SPARS)
-
-
Hegde, C.1
Duarte, M.2
Cevher, V.3
-
148
-
-
66849132093
-
High-resolution radar via compressed sensing
-
M. Herman and T. Strohmer. High-resolution radar via compressed sensing. IEEE Trans Sig Proc, 57(6):2275-2284, 2009.
-
(2009)
IEEE Trans Sig Proc
, vol.57
, Issue.6
, pp. 2275-2284
-
-
Herman, M.1
Strohmer, T.2
-
149
-
-
77949674991
-
General deviants: An analysis of perturbations in compressed sensing
-
M. Herman and T. Strohmer. General deviants: An analysis of perturbations in compressed sensing. IEEE J Select Top Sig Proc, 4(2):342-349, 2010.
-
(2010)
IEEE J Select Top Sig Proc
, vol.4
, Issue.2
, pp. 342-349
-
-
Herman, M.1
Strohmer, T.2
-
150
-
-
0030737323
-
Modelling the manifolds of images of handwritten digits
-
G. Hinton, P. Dayan, and M. Revow. Modelling the manifolds of images of handwritten digits. IEEE Trans Neural Networks, 8(1):65-74, 1997.
-
(1997)
IEEE Trans Neural Networks
, vol.8
, Issue.1
, pp. 65-74
-
-
Hinton, G.1
Dayan, P.2
Revow, M.3
-
152
-
-
57049125348
-
Explicit constructions for compressed sensing of sparse signals
-
San Franciso, C
-
P. Indyk. Explicit constructions for compressed sensing of sparse signals. Proc. ACM-SIAM Symp Discrete Algorithms (SODA), San Franciso, CA, 2008.
-
(2008)
Proc. ACM-SIAM Symp Discrete Algorithms (SODA)
-
-
Indyk, P.1
-
154
-
-
69449105428
-
Efficient and robust compressed sensing using optimized expander graphs
-
S. Jafarpour, W. Xu, B. Hassibi, and R. Calderbank. Efficient and robust compressed sensing using optimized expander graphs. IEEE Trans Inform Theory, 55(9):4299-4308, 2009.
-
(2009)
IEEE Trans Inform Theory
, vol.55
, Issue.9
, pp. 4299-4308
-
-
Jafarpour, S.1
Xu, W.2
Hassibi, B.3
Calderbank, R.4
-
155
-
-
0001486499
-
Estimation of quadratic loss
-
University of California Press, Berkele
-
W. James and C. Stein. Estimation of quadratic loss. In Proc 4th Berkeley Symp Math Statist Prob, 1: 361-379. University of California Press, Berkeley, 1961.
-
(1961)
Proc 4Th Berkeley Symp Math Statist Prob
, vol.1
, pp. 361-379
-
-
James, W.1
Stein, C.2
-
156
-
-
79955729456
-
Optimal bounds for johnson-lindenstrauss transforms and streaming problems with sub-constant error
-
San Francisco, C
-
T. Jayram and D. Woodruff. Optimal bounds for Johnson-Lindenstrauss transforms and streaming problems with sub-constant error. Proc ACM-SIAM Symp Discrete Algorithms (SODA), San Francisco, CA, 2011.
-
(2011)
Proc ACM-SIAM Symp Discrete Algorithms (SODA)
-
-
Jayram, T.1
Woodruff, D.2
-
157
-
-
0031639913
-
Sparse inverse solution methods for signal and image processing applications
-
Seattle, W
-
B. Jeffs. Sparse inverse solution methods for signal and image processing applications. In Proc IEEE Int Conf Acoust, Speech Sig Proce (ICASSP), Seattle, WA, 1998.
-
(1998)
Proc IEEE Int Conf Acoust, Speech Sig Proce (ICASSP)
-
-
Jeffs, B.1
-
158
-
-
0001654702
-
Extensions of lipschitz mappings into a hilbert space
-
New Haven, C
-
W. Johnson and J. Lindenstrauss. Extensions of Lipschitz mappings into a Hilbert space. Proc Conf Modern Anal Prob, New Haven, CT, 1982.
-
(1982)
Proc Conf Modern Anal Prob
-
-
Johnson, W.1
Lindenstrauss, J.2
-
160
-
-
77952864810
-
Poolmc: Smart pooling of mrna samples in microarray experiments
-
R. Kainkaryam, A. Breux, A. Gilbert, P. Woolf, and J. Schiefelbein. poolMC: Smart pooling of mRNA samples in microarray experiments. BMC Bioinformatics, 11(1):299, 2010.
-
(2010)
BMC Bioinformatics
, vol.11
, Issue.1
, pp. 299
-
-
Kainkaryam, R.1
Breux, A.2
Gilbert, A.3
Woolf, P.4
Schiefelbein, J.5
-
161
-
-
77956897560
-
Matrix completion from a few entries
-
R. Keshavan, A. Montanari, and S. Oh. Matrix completion from a few entries. IEEE Trans Inform Theory, 56(6):2980-2998, 2010.
-
(2010)
IEEE Trans Inform Theory
, vol.56
, Issue.6
, pp. 2980-2998
-
-
Keshavan, R.1
Montanari, A.2
Oh, S.3
-
162
-
-
0342623858
-
On the carrying capacity of the ether and wire in telecommunications
-
Moscow, Russi
-
V. Kotelnikov. On the carrying capacity of the ether and wire in telecommunications. Izd Red Upr Svyazi RKKA, Moscow, Russia, 1933.
-
(1933)
Izd Red Upr Svyazi RKKA
-
-
Kotelnikov, V.1
-
163
-
-
85032752112
-
Life beyond bases: The advent of frames (part i)
-
J. Kovačević and A. Chebira. Life beyond bases: The advent of frames (Part I). IEEE Sig Proc Mag, 24(4):86-104, 2007.
-
(2007)
IEEE Sig Proc Mag
, vol.24
, Issue.4
, pp. 86-104
-
-
Kovačević, J.1
Chebira, A.2
-
164
-
-
85032776149
-
Life beyond bases: The advent of frames (part ii)
-
J. Kovačević and A. Chebira. Life beyond bases: The advent of frames (Part II). IEEE Sig Proc Mag, 24(4):115-125, 2007.
-
(2007)
IEEE Sig Proc Mag
, vol.24
, Issue.4
, pp. 115-125
-
-
Kovačević, J.1
Chebira, A.2
-
165
-
-
79960436599
-
New and improved johnson-lindenstrauss embeddings via the restricted isometry property
-
F. Krahmer and R. Ward. New and improved Johnson-Lindenstrauss embeddings via the restricted isometry property. SIAM J Math Anal, 43(3):1269-1281, 2011.
-
(2011)
SIAM J Math Anal
, vol.43
, Issue.3
, pp. 1269-1281
-
-
Krahmer, F.1
Ward, R.2
-
166
-
-
0000677724
-
A lower estimate for entropy numbers
-
T. Kühn. A lower estimate for entropy numbers. J Approx Theory, 110(1):120-124, 2001.
-
(2001)
J Approx Theory
, vol.110
, Issue.1
, pp. 120-124
-
-
Kühn, T.1
-
167
-
-
30844432177
-
Signal reconstruction using sparse tree representation
-
San Diego, C
-
C. La and M. Do. Signal reconstruction using sparse tree representation. Proc SPIE Optics Photonics: Wavelets, San Diego, CA, 2005.
-
(2005)
Proc SPIE Optics Photonics: Wavelets
-
-
La, C.1
Do, M.2
-
168
-
-
77950195109
-
Tree-based orthogonal matching pursuit algorithm for signal reconstruction
-
Atlanta, G
-
C. La and M. Do. Tree-based orthogonal matching pursuit algorithm for signal reconstruction. IEEE Int Conf Image Proc (ICIP), Atlanta, GA, 2006.
-
(2006)
IEEE Int Conf Image Proc (ICIP)
-
-
La, C.1
Do, M.2
-
169
-
-
79960557614
-
Democracy in action: Quantization, saturation, and compressive sensing
-
J. Laska, P. Boufounos, M. Davenport, and R. Baraniuk. Democracy in action: Quantization, saturation, and compressive sensing. Appl Comput Harman Anal, 31(3):429-443, 2011.
-
(2011)
Appl Comput Harman Anal
, vol.31
, Issue.3
, pp. 429-443
-
-
Laska, J.1
Boufounos, P.2
Davenport, M.3
Baraniuk, R.4
-
170
-
-
77953854541
-
Exact signal recovery from corrupted measurements through the pursuit of justice
-
Pacific Grove, C
-
J. Laska, M. Davenport, and R. Baraniuk. Exact signal recovery from corrupted measurements through the pursuit of justice. Proc Asilomar Conf Sign, Syste Compute, Pacific Grove, CA, 2009.
-
(2009)
Proc Asilomar Conf Sign, Syste Compute
-
-
Laska, J.1
Davenport, M.2
Baraniuk, R.3
-
171
-
-
0019390023
-
Reconstruction of a sparse spike train from a portion of its spectrum and application to high-resolution deconvolution
-
S. Levy and P. Fullagar. Reconstruction of a sparse spike train from a portion of its spectrum and application to high-resolution deconvolution. Geophysics, 46(9):1235-1243, 1981.
-
(1981)
Geophysics
, vol.46
, Issue.9
, pp. 1235-1243
-
-
Levy, S.1
Fullagar, P.2
-
172
-
-
0000652415
-
The geometry of graphs and some of its algorithmic applications
-
N. Linial, E. London, and Y. Rabinovich. The geometry of graphs and some of its algorithmic applications. Combinatorica, 15(2):215-245, 1995.
-
(1995)
Combinatorica
, vol.15
, Issue.2
, pp. 215-245
-
-
Linial, N.1
London, E.2
Rabinovich, Y.3
-
175
-
-
67650414322
-
On the performance of algorithms for the minimization of l1-penalized functions
-
I. Loris. On the performance of algorithms for the minimization of l1-penalized functions. Inverse Problems, 25(3):035008, 2009.
-
(2009)
Inverse Problems
, vol.25
, Issue.3
-
-
Loris, I.1
-
176
-
-
0038612055
-
-
PhD thesis, University of California, San Dieg
-
H. Lu. Geometric theory of images. PhD thesis, University of California, San Diego, 1998.
-
(1998)
Geometric Theory of Images
-
-
Lu, H.1
-
177
-
-
85032750886
-
Sampling signals from a union of subspaces
-
Y. Lu and M. Do. Sampling signals from a union of subspaces. IEEE Sig Proce Mag, 25(2):41-47, 2008.
-
(2008)
IEEE Sig Proce Mag
, vol.25
, Issue.2
, pp. 41-47
-
-
Lu, Y.1
Do, M.2
-
178
-
-
41949130441
-
Rapid mr imaging with compressed sensing and randomly under-sampled 3dft trajectories
-
Seattle, W
-
M. Lustig, D. Donoho, and J. Pauly. Rapid MR imaging with compressed sensing and randomly under-sampled 3DFT trajectories. Proc Ann Meeting of ISMRM, Seattle, WA, 2006.
-
(2006)
Proc Ann Meeting of ISMRM
-
-
Lustig, M.1
Donoho, D.2
Pauly, J.3
-
179
-
-
32544443428
-
Faster imaging with randomly perturbed, under-sampled spirals and l1 reconstruction
-
Miami, F
-
M. Lustig, J. Lee, D. Donoho, and J. Pauly. Faster imaging with randomly perturbed, under-sampled spirals and l1 reconstruction. Proc Ann Meeting ISMRM, Miami, FL, 2005.
-
(2005)
Proc Ann Meeting ISMRM
-
-
Lustig, M.1
Lee, J.2
Donoho, D.3
Pauly, J.4
-
180
-
-
34547499028
-
Application of compressed sensing for rapid mr imaging
-
Rennes, Franc
-
M. Lustig, J. Santos, J. Lee, D. Donoho, and J. Pauly. Application of compressed sensing for rapid MR imaging. Proc Work Struc Parc Rep Adap Sign (SPARS), Rennes, France, 2005.
-
(2005)
Proc Work Struc Parc Rep Adap Sign (SPARS)
-
-
Lustig, M.1
Santos, J.2
Lee, J.3
Donoho, D.4
Pauly, J.5
-
181
-
-
25444450079
-
A sparse signal reconstruction perspective for source localization with sensor arrays
-
D. Malioutov, M. Cetin, and A. Willsky. A sparse signal reconstruction perspective for source localization with sensor arrays. IEEE Trans Sign Proce, 53(8):3010-3022, 2005.
-
(2005)
IEEE Trans Sign Proce
, vol.53
, Issue.8
, pp. 3010-3022
-
-
Malioutov, D.1
Cetin, M.2
Willsky, A.3
-
183
-
-
0027842081
-
Matching pursuits with time-frequency dictionaries
-
S. Mallat and Z. Zhang. Matching pursuits with time-frequency dictionaries. IEEE Trans Sig Proc, 41(12):3397-3415, 1993.
-
(1993)
IEEE Trans Sig Proc
, vol.41
, Issue.12
, pp. 3397-3415
-
-
Mallat, S.1
Zhang, Z.2
-
185
-
-
53149111169
-
Reduce and boost: Recovering arbitrary sets of jointly sparse vectors
-
M. Mishali and Y. C. Eldar. Reduce and boost: Recovering arbitrary sets of jointly sparse vectors. IEEE Trans Sig Proc, 56(10):4692-4702, 2008.
-
(2008)
IEEE Trans Sig Proc
, vol.56
, Issue.10
, pp. 4692-4702
-
-
Mishali, M.1
Eldar, Y.C.2
-
186
-
-
61549103040
-
Blind multi-band signal reconstruction: Compressed sensing for analog signals
-
M. Mishali and Y. C. Eldar. Blind multi-band signal reconstruction: Compressed sensing for analog signals. IEEE Trans Sig Proc, 57(3):993-1009, 2009.
-
(2009)
IEEE Trans Sig Proc
, vol.57
, Issue.3
, pp. 993-1009
-
-
Mishali, M.1
Eldar, Y.C.2
-
187
-
-
77949662812
-
From theory to practice: Sub-nyquist sampling of sparse wideband analog signals
-
M. Mishali and Y. C. Eldar. From theory to practice: Sub-Nyquist sampling of sparse wideband analog signals. IEEE J Select Top Sig Proc, 4(2):375-391, 2010.
-
(2010)
IEEE J Select Top Sig Proc
, vol.4
, Issue.2
, pp. 375-391
-
-
Mishali, M.1
Eldar, Y.C.2
-
188
-
-
78651481966
-
Xampling: Analog to digital at sub-nyquist rates
-
M. Mishali, Y. C. Eldar, O. Dounaevsky, and E. Shoshan. Xampling: Analog to digital at sub-Nyquist rates. IET Circ Dev Syst, 5(1):8-20, 2011.
-
(2011)
IET Circ Dev Syst
, vol.5
, Issue.1
, pp. 8-20
-
-
Mishali, M.1
Eldar, Y.C.2
Dounaevsky, O.3
Shoshan, E.4
-
190
-
-
62749175137
-
Cosamp: Iterative signal recovery from incomplete and inaccurate samples
-
D. Needell and J. Tropp. CoSaMP: Iterative signal recovery from incomplete and inaccurate samples. Appl Comput Harmon Anal, 26(3):301-321, 2009.
-
(2009)
Appl Comput Harmon Anal
, vol.26
, Issue.3
, pp. 301-321
-
-
Needell, D.1
Tropp, J.2
-
191
-
-
64749092799
-
Uniform uncertainty principle and signal recovery via regularized orthogonal matching pursuit
-
D. Needell and R. Vershynin. Uniform uncertainty principle and signal recovery via regularized orthogonal matching pursuit. Found Comput Math, 9(3):317-334, 2009.
-
(2009)
Found Comput Math
, vol.9
, Issue.3
, pp. 317-334
-
-
Needell, D.1
Vershynin, R.2
-
192
-
-
77949732443
-
Signal recovery from incomplete and inaccurate measurements via regularized orthogonal matching pursuit
-
D. Needell and R. Vershynin. Signal recovery from incomplete and inaccurate measurements via regularized orthogonal matching pursuit. IEEE J Select Top Sig Proc, 4(2):310-316, 2010.
-
(2010)
IEEE J Select Top Sig Proc
, vol.4
, Issue.2
, pp. 310-316
-
-
Needell, D.1
Vershynin, R.2
-
195
-
-
79957590676
-
Certain topics in telegraph transmission theory
-
H. Nyquist. Certain topics in telegraph transmission theory. Trans AIEE, 47:617-644, 1928.
-
(1928)
Trans AIEE
, vol.47
, pp. 617-644
-
-
Nyquist, H.1
-
196
-
-
0029938380
-
Emergence of simple-cell receptive field properties by learning a sparse representation
-
B. Olshausen and D. Field. Emergence of simple-cell receptive field properties by learning a sparse representation. Nature, 381:607-609, 1996.
-
(1996)
Nature
, vol.381
, pp. 607-609
-
-
Olshausen, B.1
Field, D.2
-
197
-
-
77349126814
-
Fast linearized bregman iterations for compressive sensing and sparse denoising
-
S. Osher, Y. Mao, B. Dong, and W. Yin. Fast linearized Bregman iterations for compressive sensing and sparse denoising. Commun Math Sci, 8(1):93-111, 2010.
-
(2010)
Commun Math Sci
, vol.8
, Issue.1
, pp. 93-111
-
-
Osher, S.1
Mao, Y.2
Dong, B.3
Yin, W.4
-
200
-
-
0031150148
-
Meg-based imaging of focal neuronal current sources
-
J. Phillips, R. Leahy, and J. Mosher. MEG-based imaging of focal neuronal current sources. IEEE Trans Med Imaging, 16(3):338-348, 1997.
-
(1997)
IEEE Trans Med Imaging
, vol.16
, Issue.3
, pp. 338-348
-
-
Phillips, J.1
Leahy, R.2
Mosher, J.3
-
201
-
-
0001799628
-
Essai experimental et analytique sur les lois de la dilatabilite des fluides elastiques et sur celles de la force expansive de la vapeur de l’eau et de la vapeur de l’alkool, a differentes temperatures
-
R. Prony is Gaspard Riche, baron de Pron
-
R. Prony. Essai experimental et analytique sur les lois de la Dilatabilite des fluides elastiques et sur celles de la Force expansive de la vapeur de l’eau et de la vapeur de l’alkool, a differentes temperatures. J de lʼEcole Polytechnique, Floreal et Prairial III, 1(2):24-76, 1795. R. Prony is Gaspard Riche, baron de Prony.
-
(1795)
J De lʼEcole Polytechnique, Floreal Et Prairial III
, vol.1
, Issue.2
, pp. 24-76
-
-
Prony, R.1
-
203
-
-
84856009825
-
A simpler approach to matrix completion
-
To appear i
-
B. Recht. A simpler approach to matrix completion. To appear in J. Machine Learning Rese, 12(12):3413-3430, 2011.
-
(2011)
J. Machine Learning Rese
, vol.12
, Issue.12
, pp. 3413-3430
-
-
Recht, B.1
-
204
-
-
78549288866
-
Guaranteed minimum rank solutions of matrix equations via nuclear norm minimization
-
B. Recht, M. Fazel, and P. Parrilo. Guaranteed minimum rank solutions of matrix equations via nuclear norm minimization. SIAM Rev, 52(3):471-501, 2010.
-
(2010)
SIAM Rev
, vol.52
, Issue.3
, pp. 471-501
-
-
Recht, B.1
Fazel, M.2
Parrilo, P.3
-
205
-
-
51449088883
-
Compressive sensing on a cmos separable transform image sensor
-
Las Vegas, N
-
R. Robucci, L. Chiu, J. Gray, et al. Compressive sensing on a CMOS separable transform image sensor. Proc IEEE Int Conf Acoust, Speech, Sig Proc (ICASSP), Las Vegas, NV, 2008.
-
(2008)
Proc IEEE Int Conf Acoust, Speech, Sig Proc (ICASSP)
-
-
Robucci, R.1
Chiu, L.2
Gray, J.3
-
206
-
-
84907737173
-
Compressive sensing by random convolution
-
J. Romberg. Compressive sensing by random convolution. SIAM J Imag Sci, 2(4):1098-1128, 2009.
-
(2009)
SIAM J Imag Sci
, vol.2
, Issue.4
, pp. 1098-1128
-
-
Romberg, J.1
-
207
-
-
0038859499
-
In praise of the gram matrix
-
Springer, Berli
-
M. Rosenfeld. In praise of the Gram matrix, The Mathematics of Paul Erdos II, 318-323. Springer, Berlin, 1996.
-
(1996)
The Mathematics of Paul Erdos II
, pp. 318-323
-
-
Rosenfeld, M.1
-
208
-
-
36249017221
-
Average performance analysis for thresholding
-
K. Schnass and P. Vandergheynst. Average performance analysis for thresholding. IEEE Sig Proc Letters, 14(11):828-831, 2007.
-
(2007)
IEEE Sig Proc Letters
, vol.14
, Issue.11
, pp. 828-831
-
-
Schnass, K.1
Vandergheynst, P.2
-
209
-
-
84911837213
-
Communication in the presence of noise
-
C. Shannon. Communication in the presence of noise. Proc Inst Radio Engineers, 37(1):10-21, 1949.
-
(1949)
Proc Inst Radio Engineers
, vol.37
, Issue.1
, pp. 10-21
-
-
Shannon, C.1
-
210
-
-
78049366216
-
Identification of rare alleles and their carriers using compressed se(Que)nsing
-
N. Shental, A. Amir, and O. Zuk. Identification of rare alleles and their carriers using compressed se(que)nsing. Nucl Acids Res, 38(19):e179, 2009.
-
(2009)
Nucl Acids Res
, vol.38
, Issue.19
-
-
Shental, N.1
Amir, A.2
Zuk, O.3
-
211
-
-
80051632636
-
The compressive multiplexer for multi-channel compressive sensing
-
Prague, Czech Republi
-
J. P. Slavinsky, J. Laska, M. Davenport, and R. Baraniuk. The compressive multiplexer for multi-channel compressive sensing. Proc IEEE Int Conf Acoust, Speech, Sig Proc (ICASSP), Prague, Czech Republic, 2011.
-
(2011)
Proc IEEE Int Conf Acoust, Speech, Sig Proc (ICASSP)
-
-
Slavinsky, J.P.1
Laska, J.2
Davenport, M.3
Baraniuk, R.4
-
212
-
-
33846661142
-
Theory of semidefinite programming for sensor network localization
-
A. So and Y. Ye. Theory of semidefinite programming for sensor network localization. Math Programming, Series A B, 109(2):367-384, 2007.
-
(2007)
Math Programming, Series a B
, vol.109
, Issue.2
, pp. 367-384
-
-
So, A.1
Ye, Y.2
-
213
-
-
0000813561
-
Inadmissibility of the usual estimator for the mean of a multivariate normal distribution
-
University of California Press, Berkele
-
C. Stein. Inadmissibility of the usual estimator for the mean of a multivariate normal distribution. Proc 3rd Berkeley Symp Math Statist Prob, 1: 197-206. University of California Press, Berkeley, 1956.
-
(1956)
Proc 3Rd Berkeley Symp Math Statist Prob
, vol.1
, pp. 197-206
-
-
Stein, C.1
-
214
-
-
0242323185
-
Grassmanian frames with applications to coding and communication
-
T. Strohmer and R. Heath. Grassmanian frames with applications to coding and communication. Appl Comput Harmon Anal, 14(3):257-275, 2003.
-
(2003)
Appl Comput Harmon Anal
, vol.14
, Issue.3
, pp. 257-275
-
-
Strohmer, T.1
Heath, R.2
-
216
-
-
0001770611
-
Deconvolution with the l1 norm
-
H. Taylor, S. Banks, and J. McCoy. Deconvolution with the l1 norm. Geophysics, 44(1):39-52, 1979.
-
(1979)
Geophysics
, vol.44
, Issue.1
, pp. 39-52
-
-
Taylor, H.1
Banks, S.2
McCoy, J.3
-
217
-
-
0034704229
-
A global geometric framework for nonlinear dimensionality reduction
-
J. Tenenbaum, V. de Silva, and J. Landford. A global geometric framework for nonlinear dimensionality reduction. Science, 290:2319-2323, 2000.
-
(2000)
Science
, vol.290
, pp. 2319-2323
-
-
Tenenbaum, J.1
De Silva, V.2
Landford, J.3
-
218
-
-
0001287271
-
Regression shrinkage and selection via the lasso
-
R. Tibshirani. Regression shrinkage and selection via the Lasso. J Roy Statist Soc B, 58(1):267-288, 1996.
-
(1996)
J Roy Statist Soc B
, vol.58
, Issue.1
, pp. 267-288
-
-
Tibshirani, R.1
-
220
-
-
5444237123
-
Greed is good: Algorithmic results for sparse approximation
-
J. Tropp. Greed is good: Algorithmic results for sparse approximation. IEEE Trans Inform Theory, 50(10):2231-2242, 2004.
-
(2004)
IEEE Trans Inform Theory
, vol.50
, Issue.10
, pp. 2231-2242
-
-
Tropp, J.1
-
221
-
-
30844461481
-
Algorithms for simultaneous sparse approximation. Part ii: Convex relaxation
-
J. Tropp. Algorithms for simultaneous sparse approximation. Part II: Convex relaxation. Sig Proc, 86(3):589-602, 2006.
-
(2006)
Sig Proc
, vol.86
, Issue.3
, pp. 589-602
-
-
Tropp, J.1
-
222
-
-
64649083745
-
Signal recovery from partial information via orthogonal matching pursuit
-
J. Tropp and A. Gilbert. Signal recovery from partial information via orthogonal matching pursuit. IEEE Trans Inform. Theory, 53(12):4655-4666, 2007.
-
(2007)
IEEE Trans Inform. Theory
, vol.53
, Issue.12
, pp. 4655-4666
-
-
Tropp, J.1
Gilbert, A.2
-
223
-
-
30844445842
-
Algorithms for simultaneous sparse approximation. Part i: Greedy pursuit
-
J. Tropp, A. Gilbert, and M. Strauss. Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit. Sig Proc, 86(3):572-588, 2006.
-
(2006)
Sig Proc
, vol.86
, Issue.3
, pp. 572-588
-
-
Tropp, J.1
Gilbert, A.2
Strauss, M.3
-
224
-
-
73849142717
-
Beyond nyquist: Efficient sampling of sparse, bandlimited signals
-
J. Tropp, J. Laska, M. Duarte, J. Romberg, and R. Baraniuk. Beyond Nyquist: Efficient sampling of sparse, bandlimited signals. IEEE Trans Inform Theory, 56(1):520-544, 2010.
-
(2010)
IEEE Trans Inform Theory
, vol.56
, Issue.1
, pp. 520-544
-
-
Tropp, J.1
Laska, J.2
Duarte, M.3
Romberg, J.4
Baraniuk, R.5
-
225
-
-
33947632909
-
Random filters for compressive sampling and reconstruction
-
Toulouse, Franc
-
J. Tropp, M. Wakin, M. Duarte, D. Baron, and R. Baraniuk. Random filters for compressive sampling and reconstruction. Proc IEEE Int Conf Acoust, Speech, Sig Proc (ICASSP), Toulouse, France, 2006.
-
(2006)
Proc IEEE Int Conf Acoust, Speech, Sig Proc (ICASSP)
-
-
Tropp, J.1
Wakin, M.2
Duarte, M.3
Baron, D.4
Baraniuk, R.5
-
226
-
-
77952743135
-
Computational methods for sparse solution of linear inverse problems
-
J. Tropp and S. Wright. Computational methods for sparse solution of linear inverse problems. Proc IEEE, 98(6):948-958, 2010.
-
(2010)
Proc IEEE
, vol.98
, Issue.6
, pp. 948-958
-
-
Tropp, J.1
Wright, S.2
-
227
-
-
58049195322
-
Highly undersampled magnetic resonance image reconstruction via homotopic fo-minimization
-
J. Trzasko and A. Manduca. Highly undersampled magnetic resonance image reconstruction via homotopic fo-minimization. IEEE Trans Med Imaging, 28(1):106-121, 2009.
-
(2009)
IEEE Trans Med Imaging
, vol.28
, Issue.1
, pp. 106-121
-
-
Trzasko, J.1
Manduca, A.2
-
228
-
-
79952658697
-
Innovation rate sampling of pulse streams with application to ultrasound imaging
-
R. Tur, Y. C. Eldar, and Z. Friedman. Innovation rate sampling of pulse streams with application to ultrasound imaging. IEEE Trans Sig Proc, 59(4):1827-1842, 2011.
-
(2011)
IEEE Trans Sig Proc
, vol.59
, Issue.4
, pp. 1827-1842
-
-
Tur, R.1
Eldar, Y.C.2
Friedman, Z.3
-
229
-
-
0026065565
-
Eigenfaces for recognition
-
M. Turk and A. Pentland. Eigenfaces for recognition. J Cogni Neurosci, 3(1):71-86, 1991.
-
(1991)
J Cogni Neurosci
, vol.3
, Issue.1
, pp. 71-86
-
-
Turk, M.1
Pentland, A.2
-
230
-
-
0034171723
-
Sampling - 50 years after shannon
-
M. Unser. Sampling - 50 years after Shannon. Proc IEEE, 88(4):569-587, 2000.
-
(2000)
Proc IEEE
, vol.88
, Issue.4
, pp. 569-587
-
-
Unser, M.1
-
231
-
-
65649137930
-
Probing the pareto frontier for basis pursuit solutions
-
E. van den Berg and M. Friedlander. Probing the Pareto frontier for basis pursuit solutions. SIAM J Sci Comp, 31(2):890-912, 2008.
-
(2008)
SIAM J Sci Comp
, vol.31
, Issue.2
, pp. 890-912
-
-
Van Den Berg, E.1
Friedlander, M.2
-
232
-
-
77951546345
-
Theoretical and empirical results for recovery from multiple measurements
-
E. van den Berg and M. Friedlander. Theoretical and empirical results for recovery from multiple measurements. IEEE Trans Inform Theory, 56(5):2516-2527, 2010.
-
(2010)
IEEE Trans Inform Theory
, vol.56
, Issue.5
, pp. 2516-2527
-
-
Van Den Berg, E.1
Friedlander, M.2
-
233
-
-
84938496866
-
Riemannian optimization approach for computing low-rank solutions of lyapunov equations
-
Boston, M
-
B. Vandereycken and S. Vandewalle. Riemannian optimization approach for computing low-rank solutions of Lyapunov equations. Proc SIAM Conf Optimization, Boston, MA, 2008.
-
(2008)
Proc SIAM Conf Optimization
-
-
Vandereycken, B.1
Vandewalle, S.2
-
236
-
-
84938522285
-
Faster pediatric mri via compressed sensing
-
Carlsbad, C
-
S. Vasanawala, M. Alley, R. Barth, et al. Faster pediatric MRI via compressed sensing. Proc Ann Meeting Soc Pediatric Radiology (SPR), Carlsbad, CA, 2009.
-
(2009)
Proc Ann Meeting Soc Pediatric Radiology (SPR)
-
-
Vasanawala, S.1
Alley, M.2
Barth, R.3
-
238
-
-
0034270365
-
Perfect reconstruction formulas and bounds on aliasing error in sub-nyquist nonuniform sampling of multiband signals
-
R. Venkataramani and Y. Bresler. Perfect reconstruction formulas and bounds on aliasing error in sub-Nyquist nonuniform sampling of multiband signals. IEEE Trans Inform Theory, 46(6):2173-2183, 2000.
-
(2000)
IEEE Trans Inform Theory
, vol.46
, Issue.6
, pp. 2173-2183
-
-
Venkataramani, R.1
Bresler, Y.2
-
239
-
-
0036612082
-
Sampling signals with finite rate of innovation
-
M. Vetterli, P. Marziliano, and T. Blu. Sampling signals with finite rate of innovation. IEEE Trans Sig Proc, 50(6):1417-1428, 2002.
-
(2002)
IEEE Trans Sig Proc
, vol.50
, Issue.6
, pp. 1417-1428
-
-
Vetterli, M.1
Marziliano, P.2
Blu, T.3
-
240
-
-
30844444151
-
The multiscale structure of non- differentiable image manifolds
-
San Diego, C
-
M. Wakin, D. Donoho, H. Choi, and R. Baraniuk. The multiscale structure of non- differentiable image manifolds. Proc SPIE Optics Photonics: Wavelets, San Diego, CA, 2005.
-
(2005)
Proc SPIE Optics Photonics: Wavelets
-
-
Wakin, M.1
Donoho, D.2
Choi, H.3
Baraniuk, R.4
-
241
-
-
0032632072
-
Analog-to-digital converter survey and analysis
-
R. Walden. Analog-to-digital converter survey and analysis. IEEE J Sel Areas Commun, 17(4):539-550, 1999.
-
(1999)
IEEE J Sel Areas Commun
, vol.17
, Issue.4
, pp. 539-550
-
-
Walden, R.1
-
242
-
-
0020969205
-
Autoregressive recovery of the acoustic impedance
-
C. Walker and T. Ulrych. Autoregressive recovery of the acoustic impedance. Geophysics, 48(10):1338-1350, 1983.
-
(1983)
Geophysics
, vol.48
, Issue.10
, pp. 1338-1350
-
-
Walker, C.1
Ulrych, T.2
-
243
-
-
77949694214
-
Compressive sensing with cross validation
-
R. Ward. Compressive sensing with cross validation. IEEE Trans Inform Theory, 55(12):5773-5782, 2009.
-
(2009)
IEEE Trans Inform Theory
, vol.55
, Issue.12
, pp. 5773-5782
-
-
Ward, R.1
-
244
-
-
33744949513
-
Unsupervised learning of image manifolds by semidefinite programming
-
K. Weinberger and L. Saul. Unsupervised learning of image manifolds by semidefinite programming. Int J Computer Vision, 70(1):77-90, 2006.
-
(2006)
Int J Computer Vision
, vol.70
, Issue.1
, pp. 77-90
-
-
Weinberger, K.1
Saul, L.2
-
245
-
-
0016060859
-
Lower bounds on the maximum cross correlation of signals
-
L. Welch. Lower bounds on the maximum cross correlation of signals. IEEE Trans Inform Theory, 20(3):397-399, 1974.
-
(1974)
IEEE Trans Inform Theory
, vol.20
, Issue.3
, pp. 397-399
-
-
Welch, L.1
-
246
-
-
77955666600
-
A fast algorithm for sparse reconstruction based on shrinkage, subspace optimization and continuation
-
Z. Wen, W. Yin, D. Goldfarb, and Y. Zhang. A fast algorithm for sparse reconstruction based on shrinkage, subspace optimization and continuation. SIAM J Sci Comput, 32(4):1832-1857, 2010.
-
(2010)
SIAM J Sci Comput
, vol.32
, Issue.4
, pp. 1832-1857
-
-
Wen, Z.1
Yin, W.2
Goldfarb, D.3
Zhang, Y.4
-
247
-
-
0001693842
-
On the functions which are represented by the expansions of the interpolation theory
-
E. Whittaker. On the functions which are represented by the expansions of the interpolation theory. Proc Roy Soc Edin Sec A, 35:181-194, 1915.
-
(1915)
Proc Roy Soc Edin Sec A
, vol.35
, pp. 181-194
-
-
Whittaker, E.1
-
248
-
-
75849163827
-
Stability and instance optimality for gaussian measurements in compressed sensing
-
P. Wojtaszczyk. Stability and instance optimality for Gaussian measurements in compressed sensing. Found Comput Math, 10(1):1-13, 2010.
-
(2010)
Found Comput Math
, vol.10
, Issue.1
, pp. 1-13
-
-
Wojtaszczyk, P.1
-
249
-
-
67650178787
-
Sparse reconstruction by separable approximation
-
S. Wright, R. Nowak, and M. Figueiredo. Sparse reconstruction by separable approximation. IEEE Trans Sig Proc, 57(7):2479-2493, 2009.
-
(2009)
IEEE Trans Sig Proc
, vol.57
, Issue.7
, pp. 2479-2493
-
-
Wright, S.1
Nowak, R.2
Figueiredo, M.3
-
250
-
-
78651090983
-
Fast l1 -minimization algorithms and an application in robust face recognition: A review
-
Hong Kon
-
A. Yang, S. Sastray, A. Ganesh, and Y. Ma. Fast l1 -minimization algorithms and an application in robust face recognition: A review. Proc IEEE Int Conf Image Proc (ICIP), Hong Kong, 2010.
-
(2010)
Proc IEEE Int Conf Image Proc (ICIP)
-
-
Yang, A.1
Sastray, S.2
Ganesh, A.3
Ma, Y.4
-
251
-
-
84977895355
-
Bregman iterative algorithms for l1- minimization with applications to compressed sensing
-
W. Yin, S. Osher, D. Goldfarb, and J. Darbon. Bregman iterative algorithms for l1- minimization with applications to compressed sensing. SIAM J Imag Sci, 1(1):143-168, 2008.
-
(2008)
SIAM J Imag Sci
, vol.1
, Issue.1
, pp. 143-168
-
-
Yin, W.1
Osher, S.2
Goldfarb, D.3
Darbon, J.4
-
252
-
-
51449107250
-
Mixed-signal parallel compressed sensing and reception for cognitive radio
-
Las Vegas, N
-
Z. Yu, S. Hoyos, and B. Sadler. Mixed-signal parallel compressed sensing and reception for cognitive radio. Proc IEEE Int Conf Acoust, Speech, Sig Proc (ICASSP), Las Vegas, NV, 2008.
-
(2008)
Proc IEEE Int Conf Acoust, Speech, Sig Proc (ICASSP)
-
-
Yu, Z.1
Hoyos, S.2
Sadler, B.3
-
253
-
-
33645035051
-
Model selection and estimation in regression with grouped variables
-
M. Yuan and Y. Lin. Model selection and estimation in regression with grouped variables. J Roy Stat Soc Ser B, 68(1):49-67, 2006.
-
(2006)
J Roy Stat Soc Ser B
, vol.68
, Issue.1
, pp. 49-67
-
-
Yuan, M.1
Lin, Y.2
-
254
-
-
80052353493
-
Sparse recovery with orthogonal matching pursuit under rip
-
T. Zhang. Sparse recovery with Orthogonal Matching Pursuit under RIP. IEEE Trans Inform Theory, 59(9):6125-6221, 2011.
-
(2011)
IEEE Trans Inform Theory
, vol.59
, Issue.9
, pp. 6125-6221
-
-
Zhang, T.1
|