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Joel A. Tropp
Joel A. Tropp
Steele Family Professor of Applied & Computational Mathematics, Caltech
Verified email at caltech.edu - Homepage
Title
Cited by
Cited by
Year
Signal recovery from random measurements via orthogonal matching pursuit
JA Tropp, AC Gilbert
IEEE Transactions on information theory 53 (12), 4655-4666, 2007
108392007
CoSaMP: Iterative signal recovery from incomplete and inaccurate samples
D Needell, JA Tropp
Applied and computational harmonic analysis 26 (3), 301-321, 2009
54142009
Greed is good: Algorithmic results for sparse approximation
JA Tropp
IEEE Transactions on Information theory 50 (10), 2231-2242, 2004
41392004
Finding structure with randomness: Probabilistic algorithms for constructing approximate matrix decompositions
N Halko, PG Martinsson, JA Tropp
SIAM review 53 (2), 217-288, 2011
38602011
Just relax: Convex programming methods for identifying sparse signals in noise
JA Tropp
IEEE transactions on information theory 52 (3), 1030-1051, 2006
1696*2006
User-friendly tail bounds for sums of random matrices
JA Tropp
Foundations of computational mathematics 12 (4), 389-434, 2012
15892012
Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit
JA Tropp, AC Gilbert, MJ Strauss
Signal processing 86 (3), 572-588, 2006
14922006
Beyond Nyquist: Efficient sampling of sparse bandlimited signals
JA Tropp, JN Laska, MF Duarte, JK Romberg, RG Baraniuk
IEEE transactions on information theory 56 (1), 520-544, 2009
13192009
Computational methods for sparse solution of linear inverse problems
JA Tropp, SJ Wright
Proceedings of the IEEE 98 (6), 948-958, 2010
13022010
An introduction to matrix concentration inequalities
JA Tropp
Foundations and Trends® in Machine Learning 8 (1-2), 1-230, 2015
9842015
Algorithms for simultaneous sparse approximation. Part II: Convex relaxation
JA Tropp
Signal Processing 86 (3), 589-602, 2006
7942006
Living on the edge: Phase transitions in convex programs with random data
D Amelunxen, M Lotz, MB McCoy, JA Tropp
Information and Inference: A Journal of the IMA 3 (3), 224-294, 2014
559*2014
Designing structured tight frames via an alternating projection method
JA Tropp, IS Dhillon, RW Heath, T Strohmer
IEEE Transactions on information theory 51 (1), 188-209, 2005
5222005
Random filters for compressive sampling and reconstruction
JA Tropp, MB Wakin, MF Duarte, D Baron, RG Baraniuk
2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006
3862006
One sketch for all: fast algorithms for compressed sensing
AC Gilbert, MJ Strauss, JA Tropp, R Vershynin
Proceedings of the thirty-ninth annual ACM symposium on Theory of computing …, 2007
3642007
Simultaneous sparse approximation via greedy pursuit
JA Tropp, AC Gilbert, MJ Strauss
Proceedings.(ICASSP'05). IEEE International Conference on Acoustics, Speech …, 2005
3502005
Improved analysis of the subsampled randomized Hadamard transform
JA Tropp
Advances in Adaptive Data Analysis 3 (01n02), 115-126, 2011
3142011
On the existence of equiangular tight frames
MA Sustik, JA Tropp, IS Dhillon, RW Heath Jr
Linear Algebra and its applications 426 (2-3), 619-635, 2007
2632007
Factoring nonnegative matrices with linear programs
B Recht, C Re, J Tropp, V Bittorf
Advances in neural information processing systems 25, 2012
2622012
On the conditioning of random subdictionaries
JA Tropp
Applied and Computational Harmonic Analysis 25 (1), 1-24, 2008
2572008
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