Publication

  1. “Un”Fair Machine Learning Algorithms (with Manmohan Aseri, Param Vir Singh, and Kannan Srinivasan). Management Science, forthcoming. SSRN link

  2. Crowds, Lending, Machine, and Bias (with Yan Huang and Param Vir Singh). Information Systems Research, forthcoming. SSRN link

  3. AI and Algorithmic Bias: Source, Detection, Mitigation and Implications (with Yan Huang and Param Vir Singh). INFORMS Tutorials in Operations Research, forthcoming.

Working Papers

  1. 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

  1. Empirical Risk Minimization Leads to Worst-Case Bias (with Yangfan Liang and Peter Zhang)