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08/25/2021
A New Insight on Augmented Lagrangian Method and Its Extensions
Motivated by the recent work [He-Yuan, Balanced Augmented Lagrangian Met...
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03/31/2021
Iteration complexity analysis of a partial LQP-based alternating direction method of multipliers
In this paper, we consider a prototypical convex optimization problem wi...
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03/30/2021
Convergence on a symmetric accelerated stochastic ADMM with larger stepsizes
In this paper, we develop a symmetric accelerated stochastic Alternating...
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07/10/2019
A family of multi-parameterized proximal point algorithms
In this paper, a multi-parameterized proximal point algorithm combining ...
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06/28/2019
Accelerated Symmetric ADMM and Its Applications in Signal Processing
The alternating direction method of multipliers (ADMM) were extensively ...
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06/19/2019