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I am an assistant professor in the Paul G. Allen School of Computer Science & Engineering at the University of Washington. I was previously an assistant professor in the School of Computer Science at Georgia Tech. Prior to starting as faculty, I was fortunate to be hosted by Michael Kearns, Aaron Roth, and Rakesh Vohra as a Warren Center fellow at the University of Pennsylvania. I completed my PhD working with Avrim Blum at Carnegie Mellon University. I study the social impact of machine learning and the impact of social behavior on ML's guarantees. How should machine learning be made robust to behavior of the people generating training or test data for it? How should ensure that the models we design do not exacerbate inequalities already present in society?
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论文共 81 篇作者统计合作学者相似作者
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PROCEEDINGS OF THE 2023 AAAI/ACM CONFERENCE ON AI, ETHICS, AND SOCIETY, AIES 2023 (2023): 259-286
Avinandan Bose,Mihaela Curmei, Daniel L. Jiang,Jamie Morgenstern,Sarah Dean,Lillian J. Ratliff,Maryam Fazel
CoRR (2023)
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NeurIPS (2023)
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AIESpp.2-2, (2023)
Ethics of Data and Analyticspp.148-156, (2022)
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