Pragmatic Fairness: Developing Policies with Outcome Disparity Control

Limor Gultchin, Siyuan Guo, Alan Malek +2

We introduce a causal framework for designing optimal policies that satisfy fairness constraints. We take a pragmatic approach asking what we can do with an action space available…