Research Interests
High dimensional models, Bayesian analysis, Diffusion models
Research Description
I am working with Prof. Feng Liang on the risk characterization in high-dimensional models. Inspired by the double descent phenomenon, we are interested in deriving the exact risk function for the estimator based on Zellner’s g-prior in high-dimensional models. We develop a methodology to select the optimal tuning parameter.
Education
- Ph.D. Candidate, Statistics, University of Illinois at Urbana-Champaign
- BS-MS in Mathematics, Indian institute of Science Education and Research, Pune, India
Courses Taught
Teaching Assistant:
- Advanced Data Analysis using SAS, STAT 448
- Statistical Learning, STAT 542
- Statistical Data Management, STAT 440
- Statistics and Probability, STAT 400
Additional Campus Affiliations
Treasurer, Statistics Doctoral Student Association (SDSA), UIUC