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Search results with tag "Proximal gradient descent"
Proximal Gradient Descent - Carnegie Mellon University
www.stat.cmu.eduOften called theiterative soft-thresholding algorithm (ISTA).1 Very simple algorithm Example of proximal gradient (ISTA) vs. subgradient method convergence curves 0 200 400 600 800 1000 0.02 0.05 0.10 0.20 0.50 k f-fstar Subgradient method Proximal gradient 1Beck and Teboulle (2008), \A fast iterative shrinkage-thresholding algorithm for linear ...