ABOUT 

Jie Ding

Assistant Professor

School of Statistics
Department of Electrical and Computer Engineering (graduate faculty appointment)

University of Minnesota, Twin Cities, MN 55455     CV Github

Contact

Office: Ford Hall 366
Email: dingj at umn dot edu

Research Interests

General interests: theories, methods, and systems concerning statistical inference and learning.

Recent research focus: 
- fundamental limits in statistical modeling and machine learning
- novel prediction and detection methods for online streaming data 
- novel frameworks for multi-agent collaborative learning and privacy

[Research by topics] 

Research Keywords

Statistical inference; Model selection & diagnostics; 
Time series modeling and prediction; Online learning; 
Machine learning; Cooperative learning; Privacy.

Teaching

STAT 8112 - Mathematical Statistics II - Spring 2020
STAT 5021 - Statistical Analysis - Spring 2019
STAT 5302 - Applied Regression Analysis - Fall 2019, Fall 2018