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20152026
most citedExact Worst-case Performance of First-order Methods for Composite Convex Optimization

109 citations · 280 across the 31 of their papers we have counts for

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Showing 2016 · math.OCShow all

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math.OC2016

On the worst-case complexity of the gradient method with exact line search for smooth strongly convex functions

Etienne de Klerk, François Glineur, Adrien B. Taylor

We consider the gradient (or steepest) descent method with exact line search applied to a strongly convex function with Lipschitz continuous gradient. We establish the exact worst-…