Iterative re-weighted least squares algorithm for l-minimization with tight frame and 0 < p ≤ 1

Compressed sensing

David L. Donoho · IEEE Transactions on Information Theory · 2006 · 23.1K citations

Natural Sciences, Computer Science, Mathematics +17

Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information

Emmanuel J. Candès, Justin Romberg, Terence Tao · IEEE Transactions on Information Theory · 2006 · 15.8K citations

Natural Sciences, Electrical Engineering, Mathematics +16

Stable signal recovery from incomplete and inaccurate measurements

Emmanuel J. Candès, Justin Romberg, Terence Tao · Communications on Pure and Applied Mathematics · 2006 · 7.2K citations

Computing, Electrical Engineering, Mathematics +16

Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?

Emmanuel J. Candès, Terence Tao · IEEE Transactions on Information Theory · 2006 · 6.9K citations

Engineering, Computer Science, Mathematics +11

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