Causal Reasoning for Algorithmic Fairness

Joshua R. Loftus, Chris Russell, Matt J. Kusner +1

In this work, we argue for the importance of causal reasoning in creating fair algorithms for decision making. We give a review of existing approaches to fairness, describe work in…