1660

Atomic decomposition by basis pursuit
– Scott Shaobing Chen, David L. Donoho, Michael, A. Saunders
 1998

213

Sparse representations in unions of bases
– R Gribonval, M Nielsen
 2003

1304

Robust Uncertainty Principles: Exact Signal Reconstruction From Highly Incomplete Frequency Information
– Emmanuel J. Candès, Justin Romberg, Terence Tao
 2006

173

A generalized uncertainty principle and sparse representation in pairs of bases
– Michael Elad, Alfred M. Bruckstein
 2002

342

For Most Large Underdetermined Systems of Linear Equations the Minimal ℓ1norm Solution is also the Sparsest Solution
– David L. Donoho
 2004

832

Near Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?
– Emmanuel J. Candès , Terence Tao
 2004

361

Uncertainty principles and ideal atomic decomposition
– David L. Donoho, Xiaoming Huo
 2001

91

Just relax: Convex programming methods for subset selection and sparse approximation
– Joel A. Tropp
 2004

158

On sparse representations in arbitrary redundant bases
– Jeanjacques Fuchs
 2004

368

Elad M 2003 Optimally sparse representation in general (nonorthogonal) dictionaries via ℓ 1 minimization
– David L. Donoho, Michael Elad

1048

Matching pursuits with timefrequency dictionaries
– Stephane G. Mallat, Zhifeng Zhang
 1993

318

Sparse approximate solutions to linear systems
– B K Natarajan
 1995

235

Subset Selection in Regression
– A Miller
 2002

298

Just Relax: Convex Programming Methods for Identifying Sparse Signals in Noise
– Joel A. Tropp
 2006

346

Orthogonal matching pursuit: Recursive function approximation with applications to wavelet decomposition
– Y. C. Pati, R. Rezaiifar, P. S. Krishnaprasad
 1993

54

Greedy adaptive approximation
– G Davis, S Mallat, M Avellaneda
 1997

291

Stable recovery of sparse overcomplete representations in the presence of noise
– David L. Donoho, Michael Elad, Vladimir N. Temlyakov
 2006

111

Local operator theory, random matrices, and Banach spaces
– K R Davidson, S J Szarek
 2001

1828

Regression Shrinkage and Selection Via the Lasso
– Robert Tibshirani
 1994
