Research
Publication
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“Un”Fair Machine Learning Algorithms (with Manmohan Aseri, Param Vir Singh, and Kannan Srinivasan). Management Science, forthcoming. SSRN link
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Crowds, Lending, Machine, and Bias (with Yan Huang and Param Vir Singh). Information Systems Research, forthcoming. SSRN link
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AI and Algorithmic Bias: Source, Detection, Mitigation and Implications (with Yan Huang and Param Vir Singh). INFORMS Tutorials in Operations Research, forthcoming.
Working Papers
- When Algorithms Promote Inequality: A Structural Analysis of the Impact of Zillow’s Zestimate on Housing Market (with Yan Huang, Nitin Mehta, Param Vir Singh, and Kannan Srinivasan)
Work in Progress
- Empirical Risk Minimization Leads to Worst-Case Bias (with Yangfan Liang and Peter Zhang)