Changjian Shui

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Ph.D.
Université Laval, Mila, Vector Institute
E-mail: cshui AT uottawa DOT ca
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About me

I am an Assistant Professor at the University of Ottawa. Previously, I was a postdoctoral fellow at the Vector Institute and McGill University/Mila. I received my Ph.D. degree from Université Laval in 2022.

Research Interests I am working on a reliable and responsible use of Machine Learning, with a focus on mitigating bias and discrimination in machine learning. I believe that tackling these issues is pivotal for ensuring the responsible use of machine learning. My recent papers, such as those presented at ICML 2024, NeurIPS 2022, ICML 2022, and MICCAI 2023, delve into the details of my research in this area. I also work on distribution shift by developing theories and algorithms. My recent blog hightlights the relationship between distribution shift and responsible machine learning.

Recent news [archive]

  • [May 2024] Our paper “Intersectional Unfairness Discovery” is accepted at ICML 2024.