Jizhou Huang

McKelvey Hall 2010
1 Brookings Dr
St. Louis, MO 63130
Hey, welcome to my corner of the web! I’m a PhD candidate in the CSE department of McKelvey School of Engineering at Washington University in St. Louis, fortunate to be mentored by Professor Brendan Juba.
My research revolves around the domains of theoretical computer science, complexity, and approximation algorithms. Specifically, I’m interested in developing theoretically fast approximation algorithms for computationally hard problems, such as fairness auditing, conditional classification, and agnostic linear classification, with provable guarantees.
Stick around to learn more about my work and interests!
news
Jan 22, 2025 | Our paper “Distribution-Specific Agnostic Conditional Classification With Halfspaces” has been accepted by ICLR 2025. |
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Jun 10, 2024 | Our paper “Distribution-Specific Auditing For Subgroup Fairness” has been awarded the “The Best Student Paper” by FORC 2024. |
Apr 03, 2024 | Our paper “Distribution-Specific Auditing For Subgroup Fairness” has been accepted by FORC 2024. |