Addressing multiple metrics of group fairness in data-driven decision making

Marius Miron, Songül Tolan, Emilia Gómez +1

The Fairness, Accountability, and Transparency in Machine Learning (FAT-ML) literature proposes a varied set of group fairness metrics to measure discrimination against socio-demog…