William H. Kruskal Instructor
Department of Statistics and the College
- Office:
- Jones 309
- Phone:
- 773-702-5043
- Email:
- jqli@uchicago.edu
- Website:
- https://jiaqili97.github.io/
Research
My research interests are in developing theoretical guarantees and statistical inference methods for machine learning algorithms such as the stochastic gradient descent (SGD). I also work on time series data, especially in the high-dimensional settings where complicated dependency structures and non-stationarity may be present. My current research is on understanding online learning by introducing techniques in time series to machine learning community.