Shiqing Sun

Ph.D. Student
Applied Mathematics and Statistics
Johns Hopkins University

Contact

306G Whitehead Hall
3400 North Charles Street
Baltimore, MD 21218-2682

About

I am currently a Ph.D. Student at Johns Hopkins University, Department of Applied Mathematics and Statistics. My advisor is James C. Spall. My current research interests include:

• Stochastic Optimization
• Statistical Learning
• Automated Machine Learning

On the theoretical side, my research focuses on designing stochastic optimization algorithms (gradient-based or gradient-free) and analyzing the effeciency of these algorithms. On the applied side, I seek to apply stochastic optimization methods in statisical learning related problems.