Yanglei Song
Associate Professor
| Office: | Jeffery Hall, Rm. 419 |
|---|---|
| Phone: | (613) 533-2425 |
| Email: | yanglei.song@queensu.ca |
| Website: | |
| Research: | Sequential decision making, mathematical statistics |
Degrees & Accolades:
Ph.D. in Statistics, University of Illinois at Urbana-Champaign, 2019
M.Sc. in Mathematics, University of Illinois at Urbana-Champaign, 2016
B. Eng. in Electronic Engineering, Tsinghua University, 2012
Research Areas:
My research focuses on sequential decision-making, including multiple testing, change-point detection, adaptive experimental design, and contextual bandits. I also work on statistical inference in high-dimensional and nonstandard settings, with interests in U-statistics, regression with thresholded covariates, and inference under covariate-adaptive designs. More recently, I have been interested in statistical inference for and with generative models, particularly conditional generative models and their use in hypothesis testing.