Causal Conceptions of Fairness and their Consequences

Hamed Nilforoshan, Johann D. Gaebler, Ravi Shroff, Sharad Goel

Abstract: Recent work highlights the role of causality in designing equitable decision-making algorithms. It is not immediately clear, however, how existing causal conceptions of fairness relate to one anoth...