Session #1 Title: Subsampling Methods for Massive Data Analysis

Chair:      Xuetong Li, 2001110929@stu.pku.edu.cn, 18518982256

Speakers: 

           Yuan Gao, East China Normal University, yuan_gao96@126.com

Jun Yu, Beijing Institute of Technology, yujunbeta@bit.edu.cn

Yingying Ma, Beihang University, mayingying_11@163.com

Xuetong Li, Peking University, 2001110929@stu.pku.edu.cn

Session #2 Title: Distributed Methods and its Statistical Theory

Chair:      Shuyuan Wu, shuyuan.w@pku.edu.cn, 13717623197

Speakers:

           Yingqiu Zhu, University of International Business and Economics, inqzhu@uibe.edu.cn

           Yimeng Ren, Fudan University, ymren22@m.fudan.edu.cn

Haobo Qi, Beijing Normal University, ihaobo_gsm@pku.edu.cn

Shuyuan Wu, Shanghai University of Finance and Economics, shuyuan.w@pku.edu.cn

Session #3 Title: Statistical Methods for Image and Text Data

Chair:       Jing Zhou, Renmin University of China, zhoujing_89@126.com, 15120040622

Speakers: 

           Qianhan Zeng, Peking University, helenology@stu.pku.edu.cn

Baichen Yu, East China Normal University, baichen.yu@stu.ecnu.edu.cn

Jiaxin Shi, Sun Yat-Sen University, shijx9@mail2.sysu.edu.cn

Jing Zhou, Renmin University of China, zhoujing_89@126.com

Session #4 Title:TBC

Chair:      Tianxi Cai,Harvard University

Speakers: 

           Yuan Yao (HKUST)

Xin Tong (USC)

Jun Fan (HKBU)

Session #5 Title: Leveraging Large Scale Data For Discovery

Chair:      Tianxi Cai,Harvard University

Speakers: 

           Zhezhen Jin, Columbia University

           Challenges in the analysis of big data

Haoda Fu,Eli Lily and Company

Machine Learning and AI for biologics de novo design

Rajarshi Mukherjee, Harvard T.H. Chan School of Public Health

On PC Adjustments for High-Dimensional Association Studies

Session #6 Title: TBC

Chair:      Yazhen Wang,University of Wisconsin

Speaker: 

              吴尚(Shang Wu), Fudan University ,Email: shangwu@fudan.edu.cn

             Reinforcement Learning via Nonparametric Smoothing in a Continuous-Time Stochastic Setting with Noisy Data

              戴国榕(Guorong Dai) , Fudan University ,Email: guorongdai@fudan.edu.cn

A General Framework for Treatment Effect Estimation in Semi-Supervised and High Dimensional Settings

蒋斐宇(Feiyu Jiang), Fudan University ,Email: jiangfy@fudan.edu.cn

Testing Serial Independence of Object-Valued Time Series

刚博文(Boweng Gang), Fudan University ,Email: bgang@fudan.edu.cn,

Large-Scale Importance Selection of Heteroscedastic Units