Concepedia
Foundations of Computational Mathematics · 2013 · 667 citations · 18 references
Open access
ComputingComputer EngineeringComputer ScienceOptimizationConvex OptimizationGradient-based OptimizationIterative SolversNumerical AlgorithmsGradient DescentStochastic Gradient Descent
18
Regression Shrinkage and Selection Via the Lasso
Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations
Business, Biostatistics, Computer Science +17
Compressed sensing
David L. Donoho · IEEE Transactions on Information Theory · 2006 · 23.1K citations
Natural Sciences, Computer Science, Mathematics +17
A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems
Amir Beck, Marc Teboulle · SIAM Journal on Imaging Sciences · 2009 · 12K citations
Natural Sciences, Computer Science, Biomedical Imaging +15
An Introduction To Compressive Sampling
Emmanuel J. Candès, Michael B. Wakin · IEEE Signal Processing Magazine · 2008 · 10K citations
Engineering, Electrical Engineering, Mathematics +17
Methods of conjugate gradients for solving linear systems
Magnus R. Hestenes, Eduard Stiefel · Journal of research of the National Bureau of Standards · 1952 · 8K citations · Full text
Computing, Computer Science, Algorithms +14