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math.OC2023
On convergence rates of proximal alternating direction method of multipliers
Qinian Jin
In this paper we consider from two different aspects the proximal alternating direction method of multipliers (ADMM) in Hilbert spaces. We first consider the application of the pro…
math.OC2023
On growth error bound conditions with an application to heavy ball method
Qinian Jin
In this paper, we investigate the growth error bound condition. By using the proximal point algorithm, we first provide a more accessible and elementary proof of the fact that Kurd…