9 citations · 24 across the 13 of their papers we have counts for
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math.OC2019★ 4 cited
An Average Curvature Accelerated Composite Gradient Method for Nonconvex Smooth Composite Optimization Problems
Jiaming Liang, Renato D. C. Monteiro
This paper presents an accelerated composite gradient (ACG) variant, referred to as the AC-ACG method, for solving nonconvex smooth composite minimization problems. As opposed to w…
math.OC2019★ 6 cited
A FISTA-type accelerated gradient algorithm for solving smooth nonconvex composite optimization problems
Jiaming Liang, Renato D. C. Monteiro, Chee-Khian Sim
In this paper, we describe and establish iteration-complexity of two accelerated composite gradient (ACG) variants to solve a smooth nonconvex composite optimization problem whose…