KAISEN: Reproducible Subgroup Fairness Auditing for Clinical Risk Models

Sparsh Roy, Samuel Girmachew, Nishita Chavan

Clinical risk models routinely achieve strong aggregate performance while producing materially different error rates across patient subgroups. Audit pipelines have been proposed to…