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.

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

研究领域: 

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

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

Spring 2019, Approximation Theory in Neural Networks (提取码:zdke). 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, 25 Pages. arXiv: 1901.01002

5. Rongrong Lin*, An Optimal Convergence Rate for Gaussian Regularized Shannon Sampling Series, Numerical Functional Analysis and Optimization, 40 (2019), no. 3, 241--258. [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]