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Applied and Computational Harmonic Analysis, ISSN 1063-5203, 01/2013, Volume 34, Issue 1, pp. 30 - 56
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 9/2019, Volume 67, Issue 21, pp. 1 - 1
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IEEE TRANSACTIONS ON IMAGE PROCESSING, ISSN 1057-7149, 08/2013, Volume 22, Issue 8, pp. 3234 - 3246
l(1)-minimization refers to finding the minimum l(1)-norm solution to an underdetermined linear system b = Ax. Under certain conditions as described in... 
SIGNAL RECOVERY | THRESHOLDING ALGORITHM | EQUATIONS | GRADIENT | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | PURSUIT | SPARSE REPRESENTATION | augmented Lagrangian methods | face recognition | SYSTEMS | OPTIMIZATION | l-minimization | COORDINATE
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IEEE Transactions on Signal Processing, ISSN 1053-587X, 05/2008, Volume 56, Issue 5, pp. 1994 - 2002
Journal Article
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IEEE Transactions on Signal Processing, ISSN 1053-587X, 07/2015, Volume 63, Issue 13, pp. 3301 - 3316
Journal Article
Signal Processing, ISSN 0165-1684, 03/2006, Volume 86, Issue 3, pp. 572 - 588
A simultaneous sparse approximation problem requests a good approximation of several input signals at once using different linear combinations of the same... 
Greedy algorithms | Orthogonal matching pursuit | Multiple measurement vectors | Simultaneous sparse approximation | Subset selection | subset selection | multiple measurement vectors | simultaneous sparse approximation | greedy algorithms | orthogonal matching pursuit | ENGINEERING, ELECTRICAL & ELECTRONIC | Analysis | Algorithms
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 12/2017, Volume 39, Issue 12, pp. 2395 - 2408
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Bernoulli, ISSN 1350-7265, 05/2016, Volume 22, Issue 2, pp. 1227 - 1277
In many prediction problems, it is not uncommon that the number of variables used to construct a forecast is of the same order of magnitude as the sample size,... 
Regression function | Boosting | Hilbert space projection | Frank-Wolfe Algorithm | Lasso | Forecast | REGRESSION | INEQUALITIES | APPROXIMATION | PERSISTENCE | STATISTICS & PROBABILITY | forecast | regression function | COMBINATION | PURSUIT | MIXING PROPERTIES | CONVERGENCE | OPTIMIZATION | SELECTION | Frank–Wolfe Algorithm
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IEEE Transactions on Information Theory, ISSN 0018-9448, 06/2014, Volume 60, Issue 6, pp. 3671 - 3687
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SIAM Journal on Imaging Sciences, 2008, Volume 1, Issue 1, pp. 143 - 168
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IEEE Transactions on Signal Processing, ISSN 1053-587X, 12/2011, Volume 59, Issue 12, pp. 5899 - 5906
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Foundations of Computational Mathematics, ISSN 1615-3375, 6/2010, Volume 10, Issue 3, pp. 303 - 338
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