Mathematics

[2841] Online learning in optical tomography: a stochastic approach

Ke Chen Qin Li Jian-Guo Liu

Optimization and Control mathscidoc:1905.43013

Inverse Problems, 34, (7), 075010, 2018
[ Download ] [ 2019-05-11 23:29:46 uploaded by jianguo ] [ 1147 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[2842] On the rate of convergence of empirical measure in infinity-Wasserstein distance for unbounded density function

ANNING LIU Jian-Guo Liu

TBD mathscidoc:1905.43012

Quarterly of Applied Mathematics
[ Download ] [ 2019-05-11 23:27:11 uploaded by jianguo ] [ 707 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[2843] 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 ] [ 895 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[2844] On local singularities in ideal potential flows with free surface

Jian-Guo Liu Robert L. PEGO

Fluid Dynamics and Shock Waves mathscidoc:1905.43010

Silver Award Paper in 2020

Chin. Ann. Math., 2019
[ Download ] [ 2019-05-11 23:23:22 uploaded by jianguo ] [ 891 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[2845] Maximal monotone operator theory and its applications to thin film equation in epitaxial growth on vicinal surface

Yuan Gao Jian-Guo Liu Xin Yang Lu Xiangsheng Xu

Analysis of PDEs mathscidoc:1905.43009

Calc. Var, 57:55, 2018
[ Download ] [ 2019-05-11 23:20:22 uploaded by jianguo ] [ 825 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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