Yukai Yang 杨昱剀
MS Student, Statistics Department, University of Chicago
Hi there! I am Yukai Yang, a 2nd year Master student in Statistics at UChicago.
I recently work on Uncertainty Quantification for Large Language Models. My research interest lies in applying statistical tools to understand foundation models, with a focus on high-dimensional statistics and random matrix theory.
Prior to UChicago, I graduated with a Bachelor’s degree (magna cum laude) in Data Science and Mathematics from New York University. During the time, I was fortunate to work with Tim Rudner and Marco Morucci on active learning at the Center for Data Science.
I am applying for a PhD in Stats/ML starting in 2025. Please feel free to reach out if you are interested in my research!
Contact: yy2949 [at] uchicago [dot] edu
News
Oct, 2024 | Our work on weak-to-strong confidence prediction is accepted by NeurIPS workshops! |
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Selected Publications
* denotes equal contributions- Weak-to-Strong Confidence PredictionIn Workshop on Statistical Foundations of LLMs and Foundation Models, Attributing Model Behavior at Scale, Safe Generative AI, and Regulatable ML (NeurIPS 2024 Workshop) , 2024