Machine Learning

[41] Robust high dimensional factor models with applications to statistical machine learning

Jianqing Fan Kaizheng Wang Yiqiao Zhong Ziwei Zhu

Machine Learning mathscidoc:1912.43399

arXiv preprint arXiv:1808.03889, 2018.8
[ Download ] [ 2019-12-21 11:42:03 uploaded by Jianqing_Fan ] [ 1228 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[42] Financial Signal Processing and Machine Learning

Ali N Akansu Jianqing Fan Dmitry M Malioutov

Machine Learning mathscidoc:1912.43395

2016.5
[ Download ] [ 2019-12-21 11:41:44 uploaded by Jianqing_Fan ] [ 1503 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[43] Entrywise eigenvector analysis of random matrices with low expected rank

Emmanuel Abbe Jianqing Fan Kaizheng Wang Yiqiao Zhong

Machine Learning mathscidoc:1912.43331

arXiv preprint arXiv:1709.09565, 2017.9
[ Download ] [ 2019-12-21 11:37:44 uploaded by Jianqing_Fan ] [ 1089 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[44] Deep Mean Field Theory: Layerwise Variance and Width Variation as Methods to Control Gradient Explosion

Greg Yang Sam S Schoenholz

Machine Learning mathscidoc:1912.43159

2018.2
[ Download ] [ 2019-12-21 11:26:38 uploaded by Greg_Yang ] [ 674 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[45] Lie access neural Turing machine

Greg Yang

Machine Learning mathscidoc:1912.43158

arXiv preprint arXiv:1602.08671, 2016.2
[ Download ] [ 2019-12-21 11:26:33 uploaded by Greg_Yang ] [ 676 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[46] Mean Field Residual Networks: On the Edge of Chaos

Greg Yang Samuel Schoenholz

Machine Learning mathscidoc:1912.43157

7103-7114, 2017
[ Download ] [ 2019-12-21 11:26:31 uploaded by Greg_Yang ] [ 555 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[47] A smoothed NR neural network for solving nonlinear convex programs with second-order cone constraints

Xinhe Miao Jein-Shan Chen Chun-Hsu Ko

Machine Learning mathscidoc:1910.43906

Information Sciences, 268, 255-270, 2014.6
[ Download ] [ 2019-10-20 22:43:15 uploaded by Jein_Shan_Chen ] [ 595 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[48] Recurrent neural networks for solving second-order cone programs

Chun-Hsu Ko Jein-Shan Chen Ching-Yu Yang

Machine Learning mathscidoc:1910.43881

Neurocomputing, 74, (17), 3646-3653, 2011.10
[ Download ] [ 2019-10-20 22:35:57 uploaded by Jein_Shan_Chen ] [ 582 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[49] Ranking-Preserving Cross-Source Learning for Image Retargeting Quality Assessment

Yong-Jin Liu Tsinghua University Yiheng Han Tsinghua University Zipeng Ye Tsinghua University Yu-Kun Lai Cardiff University

Machine Learning mathscidoc:1908.41001

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019
[ Download ] [ 2019-08-27 19:34:25 uploaded by liuyongjin ] [ 581 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[50] On the diffusion approximation of nonconvex stochastic gradient descent,

Wenqing Hu Chris Junchi Li Lei Li Jian-Guo Liu

Machine Learning mathscidoc:1905.43011

Annals of Mathematical Sciences and Applications, 4, (1), 3-32, 2017
[ Download ] [ 2019-05-11 23:26:01 uploaded by jianguo ] [ 662 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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