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math.OC2021
A unified analysis of a class of proximal bundle methods for solving hybrid convex composite optimization problems
Jiaming Liang, Renato D. C. Monteiro
This paper presents a proximal bundle (PB) framework based on a generic bundle update scheme for solving the hybrid convex composite optimization (HCCO) problem and establishes a c…
math.OC2021
Average Curvature FISTA for Nonconvex Smooth Composite Optimization Problems
Jiaming Liang, Renato D. C. Monteiro
A previous authors' paper introduces an accelerated composite gradient (ACG) variant, namely AC-ACG, for solving nonconvex smooth composite optimization (N-SCO) problems. In contra…