Auditing and Achieving Intersectional Fairness in Classification Problems

no code implementations • 4 Nov 2019 • Giulio Morina, Viktoriia Oliinyk, Julian Waton, Ines Marusic, Konstantinos Georgatzis

Machine learning algorithms are extensively used to make increasingly more consequential decisions about people, so achieving optimal predictive performance can no longer be the only focus.

Attribute BIG-bench Machine Learning +3