Be Intentional About Fairness!: Fairness, Size, and Multiplicity in the Rashomon Set

Gordon Dai, Pavan Ravishankar, Rachel Yuan +2

When selecting a model from a set of equally performant models, how much unfairness can you really reduce? Is it important to be intentional about fairness when choosing among this…