Towards A Scalable Solution for Improving Multi-Group Fairness in Compositional Classification

no code implementations • 11 Jul 2023 • James Atwood, Tina Tian, Ben Packer, Meghana Deodhar, Jilin Chen, Alex Beutel, Flavien Prost, Ahmad Beirami

Despite the rich literature on machine learning fairness, relatively little attention has been paid to remediating complex systems, where the final prediction is the combination of multiple classifiers and where multiple groups are present.

Fairness