Research

My research is centered on the societal implications of decision-making, particularly automated decision-making. Decision-making processes such as those in the hiring pipeline, loan-granting, targeted advertising, dynamic pricing, and more, directly affect people’s lives. As such, attention should be paid in order to avoid outcomes which are unfair. Since these decisions are often automated, I am interested in algorithmic techniques for mitigating bias and producing fairer outcomes.

Papers

Other writing