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A Nesterov-Accelerated Primal-Dual Splitting Algorithm for Convex Nonsmooth Optimization

Condat, Laurent et al.
arXiv (All) · Papers
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optimization-and-control
We investigate the integration of Nesterov-type acceleration into primal-dual methods for structured convex optimization. While proximal splitting algorithms efficiently handle composite problems of the form $\min_x f(x) + g(x) + h(K x)$, accelerating their convergence with respect to the smooth ter
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