Concepedia
Journal of Computational and Applied Mathematics · 2013 · 32 citations · 25 references
Natural SciencesMathematicsOptimizationDimensionality ReductionMatrix ComputationMatrix FactorizationNumerical Linear AlgebraLow-rank ApproximationLow-rank Matrix FactorizationLow-rank OptimizationLow-rank ReconstructionSparse Matrix Algorithms
25
Decoding by Linear Programming
Emmanuel J. Candès, Terence Tao · IEEE Transactions on Information Theory · 2005 · 7.3K citations
Engineering, Computer Science, Fault-tolerant Computing +9
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
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization
Benjamin Recht, Maryam Fazel, Pablo A. Parrilo · SIAM Review · 2010 · 3.6K citations · Full text
Computing, Computer Science, Mathematics +10
Iteratively reweighted least squares minimization for sparse recovery
Ingrid Daubechies, Ronald DeVore, Massimo Fornasier et al. · Communications on Pure and Applied Mathematics · 2009 · 1.3K citations · Full text
Computing, Computer Science, Mathematics +17
Exact Reconstruction of Sparse Signals via Nonconvex Minimization
Rick Chartrand · IEEE Signal Processing Letters · 2007 · 1.3K citations
Natural Sciences, Electrical Engineering, Mathematics +11