-
1
-
-
31744440684
-
Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
-
DOI 10.1109/TIT.2005.862083
-
E. Candès, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," IEEE Trans. Inf. Theory, vol. 52, no. 2, pp. 489-509, Feb. 2006. (Pubitemid 43174093)
-
(2006)
IEEE Transactions on Information Theory
, vol.52
, Issue.2
, pp. 489-509
-
-
Candes, E.J.1
Romberg, J.2
Tao, T.3
-
2
-
-
33645712892
-
Compressed sensing
-
Ar
-
D. Donoho, "Compressed sensing," IEEE Trans. Inf. Theory, vol. 52, no. 4, pp. 1289-1306, Apr. 2006.
-
(2006)
IEEE Trans. Inf. Theory
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.1
-
3
-
-
36849088522
-
Sparse MRI: The application of compressed sensing for rapid MR imaging
-
DOI 10.1002/mrm.21391
-
M. Lustig, D. Donoho, and J. Pauly, "Sparse MRI: The application of compressed sensing for rapid MR imaging," Magn. Reson. Med., vol. 58, no. 6, pp. 1182-1195, 2007. (Pubitemid 350234205)
-
(2007)
Magnetic Resonance in Medicine
, vol.58
, Issue.6
, pp. 1182-1195
-
-
Lustig, M.1
Donoho, D.2
Pauly, J.M.3
-
4
-
-
84867897588
-
A fréchet mean approach for compressive sensing date acquisition and reconstruction in wireless sensor networks
-
Oct
-
W. Chen, M. Rodrigues, and I. Wassell, "A fréchet mean approach for compressive sensing date acquisition and reconstruction in wireless sensor networks," IEEE Trans. Wireless Commun., vol. 11, no. 10, pp. 3598-3606, Oct. 2012.
-
(2012)
IEEE Trans. Wireless Commun.
, vol.11
, Issue.10
, pp. 3598-3606
-
-
Chen, W.1
Rodrigues, M.2
Wassell, I.3
-
5
-
-
77950244328
-
Model-based compressive sensing
-
Ar
-
R. Baraniuk, V. Cevher, M. Duarte, and C. Hegde, "Model-based compressive sensing," IEEE Trans. Inf. Theory, vol. 56, no. 4, pp. 1982-2001, Apr. 2010.
-
(2010)
IEEE Trans. Inf. Theory
, vol.56
, Issue.4
, pp. 1982-2001
-
-
Baraniuk, R.1
Cevher, V.2
Duarte, M.3
Hegde, C.4
-
6
-
-
44849087307
-
Bayesian compressive sensing
-
DOI 10.1109/TSP.2007.914345
-
S. Ji, Y. Xue, and L. Carin, "Bayesian compressive sensing," IEEE Trans. Signal Process., vol. 56, no. 6, pp. 2346-2356, Jun. 2008. (Pubitemid 351795888)
-
(2008)
IEEE Transactions on Signal Processing
, vol.56
, Issue.6
, pp. 2346-2356
-
-
Ji, S.1
Xue, Y.2
Carin, L.3
-
7
-
-
84869789424
-
Signal recovery on incoherent manifolds
-
Dec
-
C. Hegde and R. Baraniuk, "Signal recovery on incoherent manifolds," IEEE Trans. Inf. Theory, vol. 58, no. 12, pp. 7204-7214, Dec. 2012.
-
(2012)
IEEE Trans. Inf. Theory
, vol.58
, Issue.12
, pp. 7204-7214
-
-
Hegde, C.1
Baraniuk, R.2
-
8
-
-
78649303140
-
Com-pressive sensing on manifolds using a nonparametric mixture of factor analyzers: Algorithm and performance bounds
-
Dec
-
M. Chen, J. Silva, J. Paisley, C. Wang, D. Dunson, and L. Carin, "Com-pressive sensing on manifolds using a nonparametric mixture of factor analyzers: Algorithm and performance bounds," IEEE Trans. Signal Process., vol. 58, no. 12, pp. 6140-6155, Dec. 2010.
-
(2010)
IEEE Trans. Signal Process.
, vol.58
, Issue.12
, pp. 6140-6155
-
-
Chen, M.1
Silva, J.2
Paisley, J.3
Wang, C.4
Dunson, D.5
Carin, L.6
-
9
-
-
80052891985
-
Bayesian robust principal component analysis
-
Dec
-
X. Ding, L. He, and L. Carin, "Bayesian robust principal component analysis," IEEE Trans. Image Process., vol. 20, no. 12, pp. 3419-3430, Dec. 2011.
-
(2011)
IEEE Trans. Image Process.
, vol.20
, Issue.12
, pp. 3419-3430
-
-
Ding, X.1
He, L.2
Carin, L.3
-
10
-
-
84860132286
-
Adaptive compressed sensing recovery utilizing the property of signal's autocorrelations
-
May
-
C. Fu, X. Ji, and Q. Dai, "Adaptive compressed sensing recovery utilizing the property of signal's autocorrelations," IEEE Trans. Image Process., vol. 21, no. 5, pp. 2369-2378, May 2012.
-
(2012)
IEEE Trans. Image Process.
, vol.21
, Issue.5
, pp. 2369-2378
-
-
Fu, C.1
Ji, X.2
Dai, Q.3
-
11
-
-
80051711912
-
Sparse signal recovery with temporally correlated source vectors using sparse bayesian learning
-
Se
-
Z. Zhang and B. Rao, "Sparse signal recovery with temporally correlated source vectors using sparse bayesian learning," IEEE J. Sel. Top. Signal Process., vol. 5, no. 5, pp. 912-926, Sep. 2011.
-
(2011)
IEEE J. Sel. Top. Signal Process.
, vol.5
, Issue.5
, pp. 912-926
-
-
Zhang, Z.1
Rao, B.2
-
12
-
-
84860009365
-
Exploiting statistical dependencies in sparse representations for signal recovery
-
May
-
T. Peleg, Y. Eldar, and M. Elad, "Exploiting statistical dependencies in sparse representations for signal recovery," IEEE Trans. Signal Process., vol. 60, no. 5, pp. 2286-2303, May 2012.
-
(2012)
IEEE Trans. Signal Process.
, vol.60
, Issue.5
, pp. 2286-2303
-
-
Peleg, T.1
Eldar, Y.2
Elad, M.3
-
13
-
-
84863760528
-
Image upsam-pling via spatially adaptive block-matching filtering
-
Lausanne, Switzerland, Aug. 25-29
-
A. Danielyan, A. Foi, V. Katkovnik, and K. Egiazarian, "Image upsam-pling via spatially adaptive block-matching filtering," presented at the 16th Eur. Signal Process. Conf. (EUSIPCO), Lausanne, Switzerland, Aug. 25-29, 2008.
-
(2008)
16th Eur. Signal Process. Conf. (EUSIPCO)
-
-
Danielyan, A.1
Foi, A.2
Katkovnik, V.3
Egiazarian, K.4
-
14
-
-
48149087986
-
Compressed sensing image reconstruction via recursive spatially adaptive filtering
-
Sep.
-
K. Egiazarian, A. Foi, and V. Katkovnik, "Compressed sensing image reconstruction via recursive spatially adaptive filtering," in Proc. IEEE Int. Conf. Image Process. (ICIP), Sep. 2007, pp. 549-552.
-
(2007)
Proc. IEEE Int. Conf. Image Process. (ICIP)
, pp. 549-552
-
-
Egiazarian, K.1
Foi, A.2
Katkovnik, V.3
-
15
-
-
84988257848
-
Spatially adaptive filtering as regularization in inverse imaging: Compressive sensing, super-resolution, and upsampling
-
P. Milanfar, Ed. Boca Raton, FL, USA: CRC/Taylor & Francis, Sep.
-
A. Danielyan, A. Foi, V. Katkovnik, and K. Egiazarian, "Spatially adaptive filtering as regularization in inverse imaging: Compressive sensing, super-resolution, and upsampling," in Super-Resolution Imaging, P. Milanfar, Ed. Boca Raton, FL, USA: CRC/Taylor & Francis, Sep. 2010, pp. 123-153.
-
(2010)
Super-Resolution Imaging
, pp. 123-153
-
-
Danielyan, A.1
Foi, A.2
Katkovnik, V.3
Egiazarian, K.4
-
16
-
-
36749022762
-
Optimized projections for compressed sensing
-
DOI 10.1109/TSP.2007.900760
-
M. Elad, "Optimized projections for compressed sensing," IEEE Trans. Signal Process., vol. 55, no. 12, pp. 5695-5702, Dec. 2007. (Pubitemid 350201203)
-
(2007)
IEEE Transactions on Signal Processing
, vol.55
, Issue.12
, pp. 5695-5702
-
-
Elad, M.1
-
17
-
-
67649842407
-
Learning to sense sparse signals: Simultaneous sensing matrix and sparsifying dictionary optimization
-
Jul
-
J. Duarte-Carvajalino and G. Sapiro, "Learning to sense sparse signals: Simultaneous sensing matrix and sparsifying dictionary optimization," IEEE Trans. Image Process., vol. 18, no. 7, pp. 1395-1408, Jul. 2009.
-
(2009)
IEEE Trans. Image Process.
, vol.18
, Issue.7
, pp. 1395-1408
-
-
Duarte-Carvajalino, J.1
Sapiro, G.2
-
18
-
-
77956830813
-
Optimized projection matrix for compressive sensing
-
Feb.
-
J. Xu, Y. Pi, and Z. Cao, "Optimized projection matrix for compressive sensing," EURASIP J. Adv. Signal Process., vol. 43, pp. 1-8, Feb. 2010.
-
(2010)
EURASIP J. Adv. Signal Process.
, vol.43
, pp. 1-8
-
-
Xu, J.1
Pi, Y.2
Cao, Z.3
-
19
-
-
80051751662
-
Sensing matrix optimization for block-sparse decoding
-
Se
-
L. Zelnik-Manor, K. Rosenblum, and Y. Eldar, "Sensing matrix optimization for block-sparse decoding," IEEE Trans. Signal Process., vol. 59, no. 9, pp. 4300-4312, Sep. 2011.
-
(2011)
IEEE Trans. Signal Process.
, vol.59
, Issue.9
, pp. 4300-4312
-
-
Zelnik-Manor, L.1
Rosenblum, K.2
Eldar, Y.3
-
20
-
-
84871736560
-
Communications-inspired projection design with application to com-pressive sensing
-
W. Carson, M. Chen, M. Rodrigues, R. Calderbank, and L. Carin, "Communications-inspired projection design with application to com-pressive sensing," SIAM J. Imag. Sci., vol. 5, no. 4, pp. 1185-1212, 2012.
-
(2012)
SIAM J. Imag. Sci.
, vol.5
, Issue.4
, pp. 1185-1212
-
-
Carson, W.1
Chen, M.2
Rodrigues, M.3
Calderbank, R.4
Carin, L.5
-
21
-
-
33144483155
-
Stable recovery of sparse overcomplete representations in the presence of noise
-
DOI 10.1109/TIT.2005.860430
-
D. Donoho, M. Elad, and V. Temlyakov, "Stable recovery of sparse overcomplete representations in the presence of noise," IEEE Trans. Inf. Theory, vol. 52, no. 1, pp. 6-18, Jan. 2006. (Pubitemid 43263116)
-
(2006)
IEEE Transactions on Information Theory
, vol.52
, Issue.1
, pp. 6-18
-
-
Donoho, D.L.1
Elad, M.2
Temlyakov, V.N.3
-
22
-
-
77949687001
-
Construction of a large class of deterministic sensing matrices that satisfy a statistical isom-etry property
-
Ar
-
R. Calderbank, S. Howard, and S. Jafarpour, "Construction of a large class of deterministic sensing matrices that satisfy a statistical isom-etry property," IEEE J. Sel. Topics Signal Process., vol. 4, no. 2, pp. 358-374, Apr. 2010.
-
(2010)
IEEE J. Sel. Topics Signal Process.
, vol.4
, Issue.2
, pp. 358-374
-
-
Calderbank, R.1
Howard, S.2
Jafarpour, S.3
-
23
-
-
34548275795
-
The Dantzig selector: Statistical estimation when p is much larger than n
-
E. Candès and T. Tao, "The Dantzig selector: Statistical estimation when p is much larger than n," Ann. Statist., vol. 35, no. 6, pp. 2313-2351, 2007.
-
(2007)
Ann. Statist.
, vol.35
, Issue.6
, pp. 2313-2351
-
-
Candès, E.1
Tao, T.2
-
24
-
-
84055176503
-
On the use of unit-norm tight frames to improve the average MSE performance in compressive sensing applications
-
Jan
-
W. Chen, M. Rodrigues, and I. Wassell, "On the use of unit-norm tight frames to improve the average MSE performance in compressive sensing applications," IEEE Signal Process. Lett., vol. 19, no. 1, pp. 8-11, Jan. 2012.
-
(2012)
IEEE Signal Process. Lett.
, vol.19
, Issue.1
, pp. 8-11
-
-
Chen, W.1
Rodrigues, M.2
Wassell, I.3
-
25
-
-
43749118418
-
Compressed sensing and redundant dictionaries
-
DOI 10.1109/TIT.2008.920190
-
H. Rauhut, K. Schnass, and P. Vandergheynst, "Compressed sensing and redundant dictionaries," IEEE Trans. Inf. Theory, vol. 54, no. 5, pp. 2210-2219, May 2008. (Pubitemid 351689557)
-
(2008)
IEEE Transactions on Information Theory
, vol.54
, Issue.5
, pp. 2210-2219
-
-
Rauhut, H.1
Schnass, K.2
Vandergheynst, P.3
-
26
-
-
79955778301
-
Compressed sensing with coherent and redundant dictionaries
-
E. J. Candès, Y. C. Eldar, D. Needell, and P. Randall, "Compressed sensing with coherent and redundant dictionaries," Appl. Comput. Harmon. Anal., vol. 31, no. 1, pp. 59-73, 2011.
-
(2011)
Appl. Comput. Harmon. Anal.
, vol.31
, Issue.1
, pp. 59-73
-
-
Candès, E.J.1
Eldar, Y.C.2
Needell, D.3
Randall, P.4
-
28
-
-
0030393877
-
Unsupervised deconvolution of sparse spike trains using stochastic approximation
-
PII S1053587X96090551
-
F. Champagnat, Y. Goussard, and J. Idier, "Unsupervised deconvo-lution of sparse spike trains using stochastic approximation," IEEE Trans. Signal Process., vol. 44, no. 12, pp. 2988-2998, Dec. 1996. (Pubitemid 126778045)
-
(1996)
IEEE Transactions on Signal Processing
, vol.44
, Issue.12
, pp. 2988-2998
-
-
Champagnat, F.1
Goussard, Y.2
Idier, J.3
-
29
-
-
70350517770
-
An iterative Bayesian algorithm for sparse component analysis in presence of noise
-
Nov
-
H. Zayyani, M. Babaie-Zadeh, and C. Jutten, "An iterative Bayesian algorithm for sparse component analysis in presence of noise," IEEE Trans. Signal Process., vol. 57, no. 11, pp. 4378-4390, Nov. 2009.
-
(2009)
IEEE Trans. Signal Process.
, vol.57
, Issue.11
, pp. 4378-4390
-
-
Zayyani, H.1
Babaie-Zadeh, M.2
Jutten, C.3
-
30
-
-
77951169269
-
Bayesian orthogonal component analysis for sparse representation
-
May
-
N. Dobigeon and J.-Y. Tourneret, "Bayesian orthogonal component analysis for sparse representation," IEEE Trans. Signal Process., vol. 58, no. 5, pp. 2675-2685, May 2010.
-
(2010)
IEEE Trans. Signal Process.
, vol.58
, Issue.5
, pp. 2675-2685
-
-
Dobigeon, N.1
Tourneret, J.-Y.2
-
31
-
-
77953788888
-
Dictionary identification-sparse matrix-factorization via-minimization
-
Jul
-
R. Gribonval and K. Schnass, "Dictionary identification-sparse matrix-factorization via-minimization," IEEE Trans. Inf. Theory, vol. 56, no. 7, pp. 3523-3539, Jul. 2010.
-
(2010)
IEEE Trans. Inf. Theory
, vol.56
, Issue.7
, pp. 3523-3539
-
-
Gribonval, R.1
Schnass, K.2
-
32
-
-
29144499328
-
Oversampled filter banks as error correcting codes: Theory and impulse noise correction
-
DOI 10.1109/TSP.2005.859314
-
F. Labeau, J.-C. Chiang, M. Kieffer, P. Duhamel, L. Vandendorpe, and B. Macq, "Oversampled filter banks as error correcting codes: Theory and impulse noise correction," IEEE Trans. Signal Process., vol. 53, no. 12, pp. 4619-4630, Dec. 2005. (Pubitemid 41800398)
-
(2005)
IEEE Transactions on Signal Processing
, vol.53
, Issue.12
, pp. 4619-4630
-
-
Labeau, F.1
Chiang, J.-C.2
Kieffer, M.3
Duhamel, P.4
Vandendorpe, L.5
Macq, B.6
-
33
-
-
77949415337
-
An improved smoothed approximation algorithm for sparse representation
-
Ar
-
M. Hyder and K. Mahata, "An improved smoothed approximation algorithm for sparse representation," IEEE Trans. Signal Process., vol. 58, no. 4, pp. 2194-2205, Apr. 2010.
-
(2010)
IEEE Trans. Signal Process.
, vol.58
, Issue.4
, pp. 2194-2205
-
-
Hyder, M.1
Mahata, K.2
-
34
-
-
80052877247
-
From Bernoulli-Gaussian deconvolution to sparse signal restoration
-
Oct
-
C. Soussen, J. Idier, D. Brie, and J. Duan, "From Bernoulli-Gaussian deconvolution to sparse signal restoration," IEEE Trans. Signal Process., vol. 59, no. 10, pp. 4572-4584, Oct. 2011.
-
(2011)
IEEE Trans. Signal Process.
, vol.59
, Issue.10
, pp. 4572-4584
-
-
Soussen, C.1
Idier, J.2
Brie, D.3
Duan, J.4
-
35
-
-
0035273106
-
Atomic decomposition by basis pursuit
-
DOI 10.1137/S003614450037906X, PII S003614450037906X
-
S. Chen, D. Donoho, and M. Saunders, "Atomic decomposition by basis pursuit," SIAM Rev., vol. 43, no. 1, pp. 129-159, 2001. (Pubitemid 32406896)
-
(2001)
SIAM Review
, vol.43
, Issue.1
, pp. 129-159
-
-
Chen, S.S.1
Donoho, D.L.2
Saunders, M.A.3
-
36
-
-
42649140570
-
The restricted isometry property and its implications for compressed sensing
-
E. Candès, "The restricted isometry property and its implications for compressed sensing," Comptes Rendus-Math., vol. 346, no. 9-10, pp. 589-592, 2008.
-
(2008)
Comptes Rendus-Math.
, vol.346
, Issue.9-10
, pp. 589-592
-
-
Candès, E.1
-
37
-
-
29144439194
-
Decoding by linear programming
-
DOI 10.1109/TIT.2005.858979
-
E. Candès and T. Tao, "Decoding by linear programming," IEEE Trans. Inf. Theory, vol. 51, no. 12, pp. 4203-4215, Dec. 2005. (Pubitemid 41800353)
-
(2005)
IEEE Transactions on Information Theory
, vol.51
, Issue.12
, pp. 4203-4215
-
-
Candes, E.J.1
Tao, T.2
-
38
-
-
67650178769
-
Underdetermined blind source separation based on subspace representation
-
Jul
-
S. Kim and C. Yoo, "Underdetermined blind source separation based on subspace representation," IEEE Trans. Signal Process., vol. 57, no. 7, pp. 2604-2614, Jul. 2009.
-
(2009)
IEEE Trans. Signal Process.
, vol.57
, Issue.7
, pp. 2604-2614
-
-
Kim, S.1
Yoo, C.2
-
39
-
-
2442679166
-
BCI competition 2003 - Data sets Ib and IIb: Feature extraction from event-related brain potentials with the continuous wavelet transform and the t-value scalogram
-
DOI 10.1109/TBME.2004.826702
-
V. Bostanov, "Bci competition 2003-data sets ib and iib: Feature extraction from event-related brain potentials with the continuous wavelet transform and the t-value scalogram," IEEE Trans. Biomed. Eng., vol. 51, no. 6, pp. 1057-1061, Jun. 2004. (Pubitemid 38661462)
-
(2004)
IEEE Transactions on Biomedical Engineering
, vol.51
, Issue.6
, pp. 1057-1061
-
-
Bostanov, V.1
-
40
-
-
0033684356
-
Wavelet packet feature extraction for vibration monitoring
-
Jun
-
G. Yen and K.-C. Lin, "Wavelet packet feature extraction for vibration monitoring," IEEE Trans. Ind. Electron., vol. 47, no. 3, pp. 650-667, Jun. 2000.
-
(2000)
IEEE Trans. Ind. Electron.
, vol.47
, Issue.3
, pp. 650-667
-
-
Yen, G.1
Lin, K.-C.2
-
41
-
-
77952570699
-
The Cramèr-Rao bound for estimating a sparse parameter vector
-
Jun
-
Z. Ben-Haim and Y. Eldar, "The Cramèr-Rao bound for estimating a sparse parameter vector," IEEE Trans. Signal Process., vol. 58, no. 6, pp. 3384-3389, Jun. 2010.
-
(2010)
IEEE Trans. Signal Process.
, vol.58
, Issue.6
, pp. 3384-3389
-
-
Ben-Haim, Z.1
Eldar, Y.2
-
42
-
-
77956742050
-
Coherence-based performance guarantees for estimating a sparse vector under random noise
-
Oct
-
Z. Ben-Haim, Y. Eldar, and M. Elad, "Coherence-based performance guarantees for estimating a sparse vector under random noise," IEEE Trans. Signal Process., vol. 58, no. 10, pp. 5030-5043, Oct. 2010.
-
(2010)
IEEE Trans. Signal Process.
, vol.58
, Issue.10
, pp. 5030-5043
-
-
Ben-Haim, Z.1
Eldar, Y.2
Elad, M.3
-
43
-
-
33847669280
-
Linear regression with a sparse parameter vector
-
DOI 10.1109/TSP.2006.887109
-
E. G. Larsson and Y. Selen, "Linear regression with a sparse parameter vector," IEEE Trans. Signal Process., vol. 55, no. 2, pp. 451-460, Feb. 2007. (Pubitemid 46351271)
-
(2007)
IEEE Transactions on Signal Processing
, vol.55
, Issue.2
, pp. 451-460
-
-
Larsson, E.G.1
Selen, Y.2
-
44
-
-
72949087618
-
Fast Bayesian matching pursuit: Model uncertainty and parameter estimation for sparse linear models
-
P. Schniter, L. Potter, and J. Ziniel, "Fast Bayesian matching pursuit: Model uncertainty and parameter estimation for sparse linear models," OSU ECE, Tech. Rep., 2009.
-
(2009)
OSU ECE, Tech. Rep.
-
-
Schniter, P.1
Potter, L.2
Ziniel, J.3
-
45
-
-
70349620393
-
A plurality of sparse representations is better than the sparsest one alone
-
Oct
-
M. Elad and I. Yavneh, "A plurality of sparse representations is better than the sparsest one alone," IEEE Trans. Inf. Theory, vol. 55, no. 10, pp. 4701-4714, Oct. 2009.
-
(2009)
IEEE Trans. Inf. Theory
, vol.55
, Issue.10
, pp. 4701-4714
-
-
Elad, M.1
Yavneh, I.2
-
46
-
-
33751379736
-
Image denoising via sparse and redundant representations over learned dictionaries
-
DOI 10.1109/TIP.2006.881969
-
M. Elad and M. Aharon, "Image denoising via sparse and redundant representations over learned dictionaries," IEEE Trans. Image Process., vol. 15, no. 12, pp. 3736-3745, Dec. 2006. (Pubitemid 44811686)
-
(2006)
IEEE Transactions on Image Processing
, vol.15
, Issue.12
, pp. 3736-3745
-
-
Elad, M.1
Aharon, M.2
-
48
-
-
79551503968
-
Rate minimaxity of the lasso and dantzig selector for the loss in balls
-
Dec.
-
F. Ye and C.-H. Zhang, "Rate minimaxity of the lasso and dantzig selector for the loss in balls," J. Mach. Learn. Res., vol. 11, pp. 3519-3540, Dec. 2010.
-
(2010)
J. Mach. Learn. Res.
, vol.11
, pp. 3519-3540
-
-
Ye, F.1
Zhang, C.-H.2
-
49
-
-
80053974183
-
Minimax rates of estimation for high-dimensional linear regression over-balls
-
Oct
-
G. Raskutti, M. Wainwright, and B. Yu, "Minimax rates of estimation for high-dimensional linear regression over-balls," IEEE Trans. Inf. Theory, vol. 57, no. 10, pp. 6976-6994, Oct. 2011.
-
(2011)
IEEE Trans. Inf. Theory
, vol.57
, Issue.10
, pp. 6976-6994
-
-
Raskutti, G.1
Wainwright, M.2
Yu, B.3
-
50
-
-
76749128899
-
Smallest singular value of a random rectangular matrix
-
M. Rudelson and R. Vershynin, "Smallest singular value of a random rectangular matrix," Commun. Pure Appl. Math., vol. 62, no. 12, pp. 1707-1739, 2009.
-
(2009)
Commun. Pure Appl. Math.
, vol.62
, Issue.12
, pp. 1707-1739
-
-
Rudelson, M.1
Vershynin, R.2
-
51
-
-
44249104733
-
On the conditioning of random subdictionaries
-
DOI 10.1016/j.acha.2007.09.001, PII S1063520307000863
-
J. A. Tropp, "On the conditioning of random subdictionaries," Appl. Comput. Harmon. Anal., vol. 25, no. 1, pp. 1-24, 2008. (Pubitemid 351721018)
-
(2008)
Applied and Computational Harmonic Analysis
, vol.25
, Issue.1
, pp. 1-24
-
-
Tropp, J.A.1
-
52
-
-
0242323185
-
Grassmannian frames with applications to coding and communication
-
T. Strohmer and R. W. H., Jr., "Grassmannian frames with applications to coding and communication," Appl. Comput. Harmon. Anal., vol. 14, no. 3, pp. 257-275, 2003.
-
(2003)
Appl. Comput. Harmon. Anal.
, vol.14
, Issue.3
, pp. 257-275
-
-
Strohmer, T.1
|