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

James Atwood, Tina Tian, Ben Packer +5

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…