Alternating direction method of multipliers for linear hyperspectral unmixing
Mathematical Methods of Operations Research, 2023zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Yu-Hong Dai, Fangfang Xu, Liwei Zhang
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An inexact proximal generalized alternating direction method of multipliers
Computational Optimization and Applications, 2020zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Vando A. Adona +2 more
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The Linearized Alternating Direction Method of Multipliers for Dantzig Selector
SIAM Journal on Scientific Computing, 2012The Dantzig selector was recently proposed to perform variable selection and model fitting in the linear regression model. It can be solved numerically by the alternating direction method of multipliers (ADM); and in this paper, we show that the application of ADM to the Dantzig selector can be speeded up significantly if one of its resulting ...
Wang, Xiangfeng, Yuan, Xiaoming
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DLM: Decentralized Linearized Alternating Direction Method of Multipliers
IEEE Transactions on Signal Processing, 2015zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Qing Ling 0001 +3 more
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An alternating direction method of multipliers for the eigenvalue complementarity problem
Optimization Methods and Software, 2020We introduce an Alternating Direction Method of Multipliers (ADMM) for finding a solution of the nonsymmetric Eigenvalue Complementarity Problem (EiCP).
Joaquim João Júdice +4 more
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Efficient JPEG decompression by the alternating direction method of multipliers
2016 23rd International Conference on Pattern Recognition (ICPR), 2016Standard decompression of JPEG images produces artifacts along edges and a disturbing checkerboard pattern. To reduce these artifacts, decompression can be formulated as an image reconstruction problem within Bayesian maximum a posteriori probability framework. In this type of problem, the prior information about an image is typically given by the l 1
Michal Sorel, Michal Bartos
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Alternating direction method of multipliers with difference of convex functions
Advances in Computational Mathematics, 2017zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Tao Sun 0005 +3 more
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An alternating direction method of multipliers for sparse SAR imaging
2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014In this paper, we present a solution to the constrained 1-norm minimization problem for sparse SAR imaging. The technique we present relies on recent advances in the solution of optimization problems, based on Augmented Lagrangian Methods (ALMs), in particular the Alternating Direction Method of Multipliers.
H. Emre Guven, Müjdat Çetin
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Decentralizing Consensus-Alternating Direction Method of Multipliers
2023 European Control Conference (ECC), 2023Chinmay Routray, Soumya Ranjan Sahoo
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Stochastic alternating direction method of multipliers
2015The alternating direction method of multipliers (ADMM) is an efficient optimization solver for a wide variety of machine learning models. Recently, stochastic ADMM has been integrated with variance reduction methods for stochastic gradient, leading to the SAG-ADMM and SDCA-ADMM algorithms that have fast convergence rates and low iteration complexities.
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