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Advances in Intelligent Systems and Computing, ISSN 2194-5357, 2019, Volume 836, pp. 358 - 364
Conference Proceeding
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 3/2019, pp. 1 - 15
Face identification (FI) via regression-based classification has been extensively studied during the recent years. Most vector-based methods achieve appealing... 
face identification (FI) | matrix regression | weighted nonconvex norm | Alternating direction method of multipliers (ADMM) | sparse representation
Journal Article
2013 IEEE Conference on Computer Vision and Pattern Recognition, ISSN 1063-6919, 06/2013, pp. 391 - 398
Sparse coding has become an increasingly popular method in learning and vision for a variety of classification, reconstruction and coding tasks. The canonical... 
Convolutional codes | deep learning | Convolution | Signal processing algorithms | Encoding | Vectors | fourier | ADMM | sparse coding | Equations | Convergence | convolution
Conference Proceeding
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 01/2017, Volume 39, Issue 1, pp. 156 - 171
Journal Article
Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, ISSN 0258-8013, 05/2015, Volume 35, Issue 10, pp. 2428 - 2435
Journal Article
IEEE Transactions on Geoscience and Remote Sensing, ISSN 0196-2892, 09/2018, Volume 56, Issue 9, pp. 5495 - 5508
Journal Article
IEEE Transactions on Smart Grid, ISSN 1949-3053, 07/2016, Volume 7, Issue 4, pp. 2123 - 2133
Journal Article
Computers & Mathematics with Applications, ISSN 0898-1221, 10/2019
Journal Article
Journal of Scientific Computing, ISSN 0885-7474, 07/2018, Volume 76, Issue 1, pp. 69 - 88
The alternating direction method of multipliers (ADMM) has been successfully applied to solve structured convex optimization problems due to its superior... 
Convex minimization | Global convergence | ADMM | Regularized least squares decomposition | SUBSTITUTION | MATHEMATICS, APPLIED | DECOMPOSITION | MULTIPLIERS | MULTIBLOCK ADMM | ALGORITHMS | LINEAR CONVERGENCE | ALTERNATING DIRECTION METHOD | SPLITTING METHOD | OPERATORS | Management science | Algorithms
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 07/2016, Volume 23, Issue 7, pp. 934 - 938
Journal Article
Journal of Advanced Oxidation Technologies, ISSN 1203-8407, 2018, Volume 21, Issue 2
Inspired by compressive sensing (CS) theory, Sparse Subspace Clustering (SSC) approach to subspace clustering problem using sparse or low rank representation... 
ADMM | Compressive sensing | SSC | CHEMISTRY, PHYSICAL
Journal Article
Automatica, ISSN 0005-1098, 05/2018, Volume 91, pp. 311 - 315
There is a common belief that the ADMM, a popular algorithm employed for distributed convex optimization over graphs, is faster than another distributed... 
Distributed control | Optimization problems | ADMM | Average Consensus | AUTOMATION & CONTROL SYSTEMS | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms
Journal Article
IEEE Transactions on Vehicular Technology, ISSN 0018-9545, 11/2017, Volume 66, Issue 11, pp. 9880 - 9889
Journal Article
Pattern Recognition, ISSN 0031-3203, 12/2019, Volume 96, p. 106975
Salient object detection is not only important but also challenging tasks in the study of computer vision. In this paper, different from existing approaches,... 
Matrix decomposition | Salient object detection | ADMM | Low rank approximation | Schatten-p norm | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 07/2019, Volume 41, Issue 7, pp. 1695 - 1708
This paper revisits the integer programming (IP) problem, which plays a fundamental role in many computer vision and machine learning applications. The... 
Integer programming | Computer vision | Machine learning | Linear programming | Convex functions | nonconvex optimization | IP networks | ADMM | Optimization | Convergence
Journal Article
Information Sciences, ISSN 0020-0255, 02/2015, Volume 295, pp. 232 - 246
Journal Article
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