Approximating Discrimination Within Models When Faced With Several Non-Binary Sensitive Attributes

Yijun Bian, Yujie Luo, Ping Xu

Discrimination mitigation within machine learning (ML) models could be complicated because multiple factors may be interwoven hierarchically and historically. Yet few existing fair…