Summer Program

Summer Program 2017Summer Program 2016Summer Program 2015
2017 Summer Program Course Information
Class Schedule

Course Name Teacher Time Notes
Stochastic Systems and Simulation Theory Peter Glynn
(Stanford University)
7.24-7.27
Stochastic Process and Financial Risk Analysis David Yao
(Columbia University)
7.3-7.6
Statistical Learning and Graph Theory Martin Wainwright
(UC Berkeley)
7.9-7.12
Stochastic Optimization Alexander Shapiro
(Georgia Tech)
7.10-7.13
Artificial Intelligence Tuomas Sandholm
(CMU)
7.18-7.21
Robust Optimization Aharon Ben-Tal
(Technion)
5.25-5.27
Information Dynamics in Social Networks Yaron Singer
(Harvard University)
7.31-8.3
Introduction to Machine Learning with Applications in R Xi Chen
(NYU Stern)
6.25-6.28
Optimization Algorithms for Machine & Deep Learning Guanghui Lan
(Georgia Tech)
6.26-29
Large-Scale Statistical Inference Weijie Su
(Pennsylvania Wharton)
7.17-7.20
Dynamic Pricing Stefanus Jasin
(Michgan Ross)
7.11-7.14
Time Series Analysis Haipeng Xing
(SUNY at Stony Brook)
7.7/10/12/14
Topics in Revenue Management Vineet Goyal
(Columbia University)
7.31-8.3

Series A

Data Analytics

Course Name
Teacher
Time
Notes
Business Statistics
Yichuan Ding
(UBC)
6.9 – 6.12
Time Series Analysis
Haipeng Xing
(Stanford)
6.27 – 6.30
Introduction to Pricing Analytics
Jun Li
(Wharton Ross)
6.29 – 6.30 &
7.3 – 7.4
Optimization for Modern Data Analysis
Tao Yao
(Stanford)
7.5 – 7.8
Microeconomic Theory in Practice
Chris Ryan
(Booth U of Chicago)
7.15 – 7.19
Introduction to Machine Learning
with Applications in R
Xi Chen
(CMU)
7.25 – 7.28

Series B

Modeling and Decision-Making

Course Name
Teacher
Time
Notes
Linear Optimization and Application
Yinyu Ye
(stanford)
7.1 – 7.4
Nonlinear Optimization
Dongdong Ge
(Shufe)
7.21 – 7.24
Revenue Management
Zizhuo Wang
(Minnesota)
7.29 – 8.1
Optimization Algorithms for Deep Learning
Guanghui Lan
(Georgia Tech)
8.1 – 8.4
Stochastics and Robust Optimization
Jiawei Zhang
(NYU Stern)
Mid August
Dynamic Optimization
Zhizu Zhu
(Stanford)
Mid August
Course Name
Teacher
Notes
Social Network and Business Intelligence (U)
Beibei Li
(CMU)
Machine Learning (G/U)
Xi Chen
(NYU Stern)
A Short Course on the First-Order Algorithms for Large Scale Convex Optimization (G)
Shuzhong Zhang
(Minnesota)
Dynamic Pricing (G)
Stefanus Jasin
(Michigan Ross)
Decision Support with Spreadsheets (U)
Yan Huang
(Michigan Ross)
Foundations in Operations Management (U)
Karen Zheng
(MIT)
Analytical Modeling and Research in Management Information Systems (PhD)
Jianqing Chen
(UT Dallas)
Empirical Methods in MIS (U)
Yong Tan
(UW)
Machine Learning and Text Analytics (U/G)
Chenghua Lin
(U of Aberdeen)
Approximate Dynamic Programming (G)
Mengdi Wang
(Princeton)
Information Dynamics in Social Networks
Yaron Singer
(Harvard)
Game Theory and Network Economics
Yaron Singer
(Harvard)
Contact: fayeding@outlook.com