林荣荣

所属研究所、院系: 
数据科学研究所
职称: 
副研究员
E-mail: 
linrr8[at]mail.sysu.edu.cn
办公地点: 
超算中心大楼524室
教师简介: 

July 2017--Present. Research Associate Professor. School of Data and Computer Science, Sun Yat-sen University. Guangzhou, Guangdong, China.

October 2018-December 2018. Visiting Scholar. Department of Mathematics and Statistics, Old Dominion University. Norfolk, Virginia, USA.

October 2015--October 2016. Research Assistant. Department of Mathematical and Statistical Sciences, University of Alberta. Edmonton, Alberta, Canada.

研究领域: 

Kernel Methods in Machine Learning [slides]; Time-Frequency Analysis

教育背景: 

September 2012--June 2017, MSc & Ph.D. in Computational Mathematics, Sun Yat-sen University, Guangzhou, China.

September 2008--June 2012, BSc in Mathematics & Applied Mathematics, Minnan Normal University, Zhangzhou, China.

获奖及荣誉: 

1. Jan 2018-Dec 2020, PI, Fundamental Research Funds for the Central Universities, 120,000 RMB.

教授课程: 

Fall 2017,  Fourier and Wavelet Analysis. Course Schedule and Lecture Notes

Spring 2018, Mathematical Foundations of Deep Learning. Course Schedule and Lecture Notes

Fall 2018, Mathematical Analysis I: Improper Integrals and Riemann Integrals

Spring 2019, Functional Analysis Part II: Approximation Theory in Neural Networks. Course Schedule and Lecture Notes

代表性论著: 

7. Rongrong Lin, Guohui Song, Haizhang Zhang*, Multi-task Learning in Vector-valued Reproducing Kernel Banach Spaces with the l1 Norm, 24 Pages. arXiv: 1901.01036

6. Rongrong Lin, Haizhang Zhang*, Jun Zhang, On Reproducing Kernel Banach Spaces: Generic Definitions and Unified Framework of Constructions, Under Review, 25 Pages. arXiv: 1901.01002

5. Rongrong Lin*, An Optimal Convergence Rate for Gaussian Regularized Shannon Sampling Series, Numerical Functional Analysis and Optimization, Jan 2019, 18 Pages. [PDF]

4. Rongrong Lin, Haizhang Zhang*, Convergence Analysis of the Gaussian Regularized Shannon Sampling Series, Numerical Functional Analysis and Optimization, 38 (2017), no. 2, 224–247. [PDF]

3. Fukeng Huang, Rongrong Lin*, Yunfei Yang, The Circular Bedrosian Identity and Multidimensional Periodic Analytic Signals, Complex Variables and Elliptic Equations, 62(2017), no. 2, 199–213. [PDF]

2. Rongrong Lin, Haizhang Zhang*, Existence of the Bedrosian Identity for Fourier Multiplier Operators, Forum Mathematicum, 28 (2016), no. 4, 749–759. [PDF]

1. Wei Hu, Rongrong Lin*, Haizhang Zhang, The Circular Bedrosian Identity for Translation-Invariant Operators: Existence and Characterization, Mathematical Methods in the Applied Sciences, 38 (2015), no.18, 5264–5270. [PDF]

学术会议

2. Contributed talk, 20 mins. The 2nd International Conference on Mathematics of Data Science. Old Dominion University, USA. November 3-4, 2018. (Topic: Sparse Multi-task Learning) 

1. Invited talk, 25 mins. The 2nd International Conference on Kernel-based Approximation Methods in Data Analysis.  Guangzhou. May 25-27, 2018. (Topic: Constructions of Reproducing Kernel Banach Spaces)