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math.OC2019★ 1 cited
Inertial Bregman Proximal Gradient Algorithm For Nonconvex Problem with Smooth Adaptable Property
Xiaoya Zhang, Hui Zhang, Wei Peng
In this paper we study the problems of minimizing the sum of two nonconvex functions: one is differentiable and satisfies smooth adaptable property. The smooth adaptable property,…
math.OC2019
A New Exact Worst-Case Linear Convergence Rate of the Proximal Gradient Method
Xiaoya Zhang, Hui Zhang
In this note, we establish a new exact worst-case linear convergence rate of the proximal gradient method in terms of the proximal gradient norm, which complements the recent resul…