A Human-in-the-loop Framework to Construct Context-aware Mathematical Notions of Outcome Fairness

Mohammad Yaghini, Andreas Krause, Hoda Heidari

Existing mathematical notions of fairness fail to account for the context of decision-making. We argue that moral consideration of contextual factors is an inherently human task. S…