KAISEN: Reproducible Subgroup Fairness Auditing for Clinical Risk Models

Sparsh Roy, Samuel Girmachew, Nishita Chavan

The paper introduces KAISEN, a reproducible five‑phase pipeline for auditing subgroup fairness in clinical risk models, and evaluates its components on a synthetic benchmark coveri…