Stephen Huan (浣苇杭)

PGP: 0xEA6E27948C7DBF5D0DF085A10FBC2E3BA99DD60E
profile picture

GHC 6221

4902 Forbes Ave

Pittsburgh, PA 15213

I'm a PhD student in the Computer Science Department at Carnegie Mellon University, advised by Andrej Risteski. Prior to CMU, I was an undergraduate at Georgia Tech, where I worked on computation and inference with Florian Schäfer.

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. See these high-level summaries for more details about my work.

I am best reached via email.

news

Date Description
2024-10-21 I will present a talk and poster at SIAM Conference on Mathematics of Data Science (MDS24).
2024-08-26 I will (unoffically) attend the Simons Institute's Modern Paradigms in Generalization program.
2024-05-04 I graduated from Georgia Tech with a BS in Computer Science and minor in Mathematics.
2024-04-15 I will start my PhD in Carnegie Mellon University's Computer Science Department in fall 2024!
2023-08-24 Slides for a talk at the SFP Summer Seminar Day.

selected publications

  1. Sparse Cholesky factorization by greedy conditional selection
    Stephen Huan, Joseph Guinness, Matthias Katzfuss, Houman Owhadi, and Florian Schäfer
    arXiv preprint arXiv:2307.11648, 2023
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