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Complexities of Weak Proximal Oracle Methods for Composite Convex Optimization

Garber, Dan
arXiv (All) · Papers
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machine-learningoptimization-and-control
We consider a standard convex composite optimization problem with either smooth or nonsmooth objective function, and under quadratic growth. In recent years, several works gave algorithms based on a \textit{weak proximal oracle} (WPO) that essentially match in oracle complexities proximal (sub)gradi
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