Machine Learning with Multitype Protected Attributes: Intersectional Fairness through Regularisation

Ho Ming Lee, Katrien Antonio, Benjamin Avanzi +2

Ensuring equitable treatment (fairness) across protected attributes (such as gender or ethnicity) is a critical issue in machine learning. Most existing literature focuses on binar…