Program Year:
1
University:
Carnegie Mellon University
Field of Study:
Machine Learning
Advisor:
Andrej Risteski
and Nicholas Boffi
Degree(s):
B.S. Computer Science, Georgia Institute of Technology, 2024
Personal URL:
https://cgdct.moe/
Summary of Research
My research interests are in problems spanning machine learning, statistics, and applied mathematics. I'm particularly interested in efficient numerical algorithms for generative modeling, sampling, and statistical inference.
Publications
S. Huan, J. Guinness, M. Katzfuss, H. Owhadi, and F. Schaefer, Sparse Cholesky factorization by greedy conditional selection, Jul. 2023. doi: 10.48550/arXiv.2307.11648. arXiv: 2307.11648 [cs, math, stat].
Awards
President's Undergraduate Research Award (PURA) Salary Award, 2022, 2023
PURA Travel Award to present at SIAM MDS22, 2022
Undergraduate Research Spring Symposium College of Computing's 2nd place poster, 2022