张海樟

所属研究所、院系: 
数据科学研究所
职称: 
教授
E-mail: 
zhhaizh2@sysu.edu.cn
教师简介: 

张海樟,中山大学数据科学与计算机学院教授、博士生导师。

研究领域: 

计算与应用调和分析、机器学习和可再生核理论、采样理论、自适应信号分析

applicable and computational harmonic analysis, sampling theory, machine learning and reproducing kernel spaces, and mathematical foundation for time-frequency analysis, especially for empirical mode decomposition.

教育背景: 

Ph.D., Mathematics, Syracuse University, USA, 2009

M.S., Computational Mathematics, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, China, 2006

B.S., Mathematics and Applied Mathematics, Beijing Normal University, China, 2003

Working experience

June 2010-present, Professor of Mathematics, Sun Yat-sen University

June 2009-May 2010, Postdoctoral Research Fellow, University ofMichigan, Ann Arbor 

代表性论著: 

 

1.(With Jun Zhang) Frames, Riesz Bases, and Sampling Expansions in Banach Spaces via Semi-inner Products, Applied and Computational Harmonic Analysis31 (1) (2011), 1-25.

2.(With Yuesheng Xu and Jun Zhang) Reproducing Kernel Banach Spaces for Machine Learning, Journal of Machine Learning Research 10 (2009), 2741-2775.

3.(With Charles A. Micchelli and Yuesheng Xu) Optimal Learning of Bandlimited Functions from Localized Sampling, Journal of Complexity 25(2009), 85-114.

4.(With Yuesheng Xu) Refinement of Reproducing Kernels, Journal of Machine Learning Research 10 (2009), 107-140.

5.(With Bo Yu) The Bedrosian Identity and Homogeneous Semi-convolution Equations, Journal of Integral Equations and Applications 20 (2008), 527--568.

6.(With Yuesheng Xu) Refinable Kernels, Journal of Machine Learning Research8 (2007), 2083-2120.