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Exact Worst-Case Performance of First-Order Methods for Composite Convex Optimization.
Adrien B. Taylor
Julien M. Hendrickx
François Glineur
Published in:
SIAM J. Optim. (2017)
Keyphrases
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convex optimization
worst case
machine learning algorithms
convex optimization problems
higher order
natural images
optimization methods
high quality
computational complexity
lower bound
multiresolution
total variation
interior point methods
semi definite programming
basis pursuit