Paper Recommendation
2000 Boosting Image Retrieval

1995 Sparse Approximate Solutions To Linear Systems

1998 An Equivalence Between Sparse Approximation and Support Vector Machines

1999 Input Space Versus Feature Space in Kernel-based Methods

2000 Sparse Coding and Decorrelation in Primary Visual Cortex During Natural Vision

2001 Uncertainty Principles and Ideal atomic Decomposition

1999 Blind Source Separation By Sparse Decomposition

2009 Robust Face Recognition Via Sparse Representation

2004 Greed Is Good: Algorithmic Results For Sparse Approximation

2005 The Contourlet Transform: An Efficient Directional Multiresolution Image Representation

2007 Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit

2003 Fast Forward Selection To Speed Up Sparse Gaussian Process Regression

1998 On-line Dynamic Preventive Control: An Algorithm For Transient Security Dispatch

2007 Sparse MRI: The Application of Compressed Sensing For Rapid MR Imaging.

2006 Stable Recovery of Sparse Overcomplete Representations in The Presence of Noise

2003 Sparse Representations in Unions of Bases

2003 Optimally Sparse Representation in General (nonorthogonal) Dictionaries Via ℓ1 Minimization

2002 A Generalized Uncertainty Principle and Sparse Representation in Pairs of Bases

2001 Pyramidal Directional Filter Banks and Curvelets

2003 On Sparse Representation in Pairs of Bases