Non-convex sparse regularization for impact force identification

Atomic Decomposition by Basis Pursuit

Scott Shaobing Chen, David L. Donoho, Michael A. Saunders · SIAM Review · 2001 · 5.1K citations

Natural Sciences, Mathematics, Optimization +16

Enhancing Sparsity by Reweighted ℓ 1 Minimization

Emmanuel J. Candès, Michael B. Wakin, Stephen Boyd · Journal of Fourier Analysis and Applications · 2008 · 4.9K citations

Natural Sciences, Mathematics, Optimization +6

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

An Interior-Point Method for Large-Scale -Regularized Least Squares

Seung-Jean Kim, Kwangmoo Koh, Michael Lustig et al. · IEEE Journal of Selected Topics in Signal Processing · 2007 · 2.1K citations

Natural Sciences, Computer Science, Algorithms +15

Exact Reconstruction of Sparse Signals via Nonconvex Minimization

Rick Chartrand · IEEE Signal Processing Letters · 2007 · 1.3K citations

Natural Sciences, Electrical Engineering, Mathematics +11