基本信息
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个人简介
My current research focuses on Human-AI collaboration, namely how to integrate machine learning (ML) tools in existing decision making pipelines. I have studied how to introduce an ML classifier to reduce the load on expert decision makers through the action of deferral and how to teach users of ML systems when to rely and when not to rely on an AI model. My work also aims to ensure fairness and an understanding of long-term consequences when deploying ML models.
研究兴趣
论文共 28 篇作者统计合作学者相似作者
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Hyewon Jeong,Sarah Jabbour,Yuzhe Yang, Rahul Thapta,Hussein Mozannar,William Jongwon Han,Nikita Mehandru,Michael Wornow,Vladislav Lialin,Xin Liu,Alejandro Lozano, Jiacheng Zhu,
Machine Learning for Health Workshoppp.1-12, (2024)
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Hyewon Jeong,Sarah Jabbour,Yuzhe Yang, Rahul Thapta,Hussein Mozannar,William Jongwon Han,Nikita Mehandru,Michael Wornow,Vladislav Lialin,Xin Liu,Alejandro Lozano, Jiacheng Zhu,
arxiv(2024)
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Niklas Mannhardt, Elizabeth Bondi-Kelly, Barbara Lam, Chloe O'Connell, Mercy Asiedu,Hussein Mozannar,Monica Agrawal,Alejandro Buendia, Tatiana Urman, Irbaz B. Riaz, Catherine E. Ricciardi,Marzyeh Ghassemi,
CoRR (2024)
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Hussein Mozannar,Valerie Chen, Mohammed Alsobay,Subhro Das, Sebastian Zhao,Dennis Wei, Manish Nagireddy,Prasanna Sattigeri,Ameet Talwalkar,David Sontag
arxiv(2024)
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AAAI 2024no. 9 (2024): 10137-10144
arXiv (Cornell University) (2023)
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