Profile
My research interests mainly lie in machine learning, data analysis, neural networks, random matrix, deep learning, learning theory , etc.
Representative Works
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[1][Papers]Zhang, Chao.Zhang, C (reprint author), Dalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R China..Gao, Xianjie,Hsieh, Min-Hsiu,Hang, Hanyuan,Tao, Dacheng.Matrix Infinitely Divisible Series: Tail Inequalities and Their Applications[J],EI、SCIE,2020,66(2):1099-1117
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[2][Papers]Gao, Xianjie.Zhang, C (reprint author), Dalian Univ Technol, Sch Math Sci, Dalian 116024, Liaoning, Peoples R China..Shi, Maolin,Song, Xueguan,Zhang, Chao,Zhang, Hongwei.Recurrent neural networks for real-time prediction of TBM operating parameters[J],SCIE、Scopus,2019,98:225-235
Research Focus
- machine learning
- neural networks/deep learning
- data mining
- random matrix
- learning theory
Educational Experience
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2004.9-2008.12
大连理工大学
计算数学
Doctoral Degree
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2000.9-2004.7
Dalian University of Technology
Applied Mathematics
Bachelor's Degree
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1997.9-2000.7
Dalian University of Technology
Computational Mathematics
Doctoral Degree
Work Experience
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2009.2-2011.10
Nanyang Technological University, Singapore
研究员
Research Fellow
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2013.10-Now
Dalian University of Technology
School of Mathematical Sciences
副教授
Associate Professor
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2012.4-2013.10
Arizona State University
博士后
Postdoctor
Research Group
Name of Research Group:
Group of Machine Learning Research
Description of Research Group:
The main research...
