Optimization and Control

[41] Distributed optimization and statistical learning via the alternating direction method of multipliers

Jianqing Fan Jinchi Lv

Optimization and Control mathscidoc:1912.43419

J. Roy. Statistical Soc. Series B, 70, 849-911, 2011
[ Download ] [ 2019-12-21 11:43:19 uploaded by Jianqing_Fan ] [ 248 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[42] Generalized high-dimensional trace regression via nuclear norm regularization

Jianqing Fan Wenyan Gong Ziwei Zhu

Optimization and Control mathscidoc:1912.43417

Journal of Econometrics, 2019.5
[ Download ] [ 2019-12-21 11:43:12 uploaded by Jianqing_Fan ] [ 387 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[43] Gradient descent with random initialization: Fast global convergence for nonconvex phase retrieval

Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma

Optimization and Control mathscidoc:1912.43334

arXiv preprint arXiv:1803.07726
[ Download ] [ 2019-12-21 11:37:55 uploaded by Jianqing_Fan ] [ 250 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[44] Alternating direction method of multipliers for regularized multiclass support vector machines

Yangyang Xu Ioannis Akrotirianakis Amit Chakraborty

Optimization and Control mathscidoc:1912.43156

105-117, 2015.7
[ Download ] [ 2019-12-21 11:26:22 uploaded by Yangyang_Xu ] [ 203 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[45] First-order methods for constrained convex programming based on linearized augmented Lagrangian function

Yangyang Xu

Optimization and Control mathscidoc:1912.43148

arXiv preprint arXiv:1711.08020, 2017.11
[ Download ] [ 2019-12-21 11:25:50 uploaded by Yangyang_Xu ] [ 289 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[46] Alternating proximal gradient method for sparse nonnegative Tucker decomposition

Yangyang Xu

Optimization and Control mathscidoc:1912.43146

Mathematical Programming Computation, 7, (1), 39-70, 2015
[ Download ] [ 2019-12-21 11:25:43 uploaded by Yangyang_Xu ] [ 218 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[47] Global and Local Structure Preserving Sparse Subspace Learning: An Iterative Approach to Unsupervised Feature Selection

Nan Zhou Yangyang Xu Hong Cheng Jun Fang Witold Pedrycz

Optimization and Control mathscidoc:1912.43145

Pattern Recognition, 53, 87-101, 2016
[ Download ] [ 2019-12-21 11:25:36 uploaded by Yangyang_Xu ] [ 251 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[48] Automatic constraint detection for 2D layout regularization.

H Jiang Liangliang Nan D Yan W Dong X Zhang P Wonka

Optimization and Control mathscidoc:1912.43137

IEEE Transactions on Visualization and Computer Graphics, 2015.9
[ Download ] [ 2019-12-21 11:24:44 uploaded by liangliangnan ] [ 99 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[49] An alternative approach for a distance inequality associated with the second-order cone and the circular cone

Xin-He Miao Yen-chi Roger Lin Jein-Shan Chen

Optimization and Control mathscidoc:1910.43975

Journal of Inequalities and Applications, 2016, (1), 291, 2016.12
[ Download ] [ 2019-10-20 23:07:30 uploaded by Jein_Shan_Chen ] [ 368 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[50] Neural networks based on three classes of NCP-functions for solving nonlinear complementarity problems

Jan Harold Alcantara Jein-Shan Chen

Optimization and Control mathscidoc:1910.43962

Neurocomputing, 2019.5
[ Download ] [ 2019-10-20 23:02:16 uploaded by Jein_Shan_Chen ] [ 398 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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