个人概况

姓    名:张海樟

职    称:教授

职    务:中山大学数据科学与计算机学院数据科学系主任

研究方向:机器学习,应用与计算调和分析

通信地址:广州市广州大学城外环东路132号中山大学数据科学与计算机学院

电    话:02039336520

电子邮件:zhhaizh2@sysu.edu.cn

教育情况

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

M.S., Computational Mathematics, Academy of Mathematics and Systems Sci-

ence, Chinese Academy of Sciences, 2006

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

工作经历

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

November 2016-present, Visiting Scholar, The Hong Kong University of Science

and Technology

June 2009-May 2010, Postdoctoral Research Fellow, University of Michigan,

Ann Arbor

科研项目(973、科技部重点研发计划等)

应用与计算调和分析,国家基金优秀青年基金,2013-2015

著作文集(期刊专著等)

1.Liangzhi Chen and Haizhang Zhang, Margin Error Bounds for Support Vector Machines on Reproducing Kernel Banach Spaces, Neural Computation 29 (2017), 3078-3093

2.Rui Wang and Haizhang Zhang, Optimal Sampling Points in Reproducing Kernel Hilbert Spaces, Journal of Complexity 34 (2016), 129-151.

3.Wenjian Chen, Benxun Wang and Haizhang Zhang, Universalities of Reproducing Kernels Revisited, Applicable Analysis 95 (2016), 1776-1791.

4.Jun Zhang and Haizhang Zhang, Categorization based on Similarity and Features: the Reproducing Kernel Banach Space (RKBS) Approach, The New Handbook of Mathematical Psychology, W. Batchelder, H. Colonius, E. Dzhafarov, and J. Myung (edited), Cambridge University Press, London, United Kingdom, to appear.

5.Rongrong Lin and Haizhang Zhang, Existence of the Bedrosian identity for Fourier multiplier operators, Forum Mathematicum, published Online, DOI:10.1515/forum-2014-0158.

6.Haizhang Zhang, Multidimensional Analytic Signals and the Bedrosian Identity, Integral Equations Operator Theory 78 (2014), 301-321.

7. Haizhang Zhang and Jun Zhang, Vector-valued Reproducing Kernel Banach Spaces with Applications to Multi-task Learning, Journal of Complexity 29 (2013), 195-215.

8.Guohui Song, Haizhang Zhang and Fred J. Hickernell, Reproducing Kernel Banach Spaces with the l1 Norm, Applied and Computational Harmonic Analysis 34 (2013), 96-116.

9.Haizhang Zhang and Liang Zhao, On the Inclusion Relation of Reproducing Kernel Hilbert Spaces, Analysis and Applications 11 (2013), 1350014, 31 pages.

10.Haizhang Zhang, Yuesheng Xu and Qinghui Zhang, Re¯nement of Operatorvalued Reproducing Kernels, Journal of Machine Learning Research 13 (2012),91-136.

学术荣誉(获奖情况)

社会服务(社会兼职、杂志编委等)