Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit

Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit

Joel A. Tropp, Anna C. Gilbert · IEEE Transactions on Information Theory · 2007 · 9.7K citations

Engineering, Computer Science, Electrical Engineering +8

Atomic Decomposition by Basis Pursuit

Scott Shaobing Chen, David L. Donoho, Michael A. Saunders · SIAM Journal on Scientific Computing · 1998 · 7K citations

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Orthogonal matching pursuit: recursive function approximation with applications to wavelet decomposition

Y. C. Pati, R. Rezaiifar, P. S. Krishnaprasad · 2002 · 4.3K citations

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Greed is Good: Algorithmic Results for Sparse Approximation

Joel A. Tropp · IEEE Transactions on Information Theory · 2004 · 3.7K citations

Computing, Computer Science, Electrical Engineering +17

Optimally sparse representation in general (nonorthogonal) dictionaries via ℓ ¹ minimization

David L. Donoho, Michael Elad · Proceedings of the National Academy of Sciences · 2003 · 2.9K citations · Full text

Computing, Computer Science, Mathematics +16