Technical Challenges for Training Fair Neural Networks

Valeriia Cherepanova, Vedant Nanda, Micah Goldblum +2

As machine learning algorithms have been widely deployed across applications, many concerns have been raised over the fairness of their predictions, especially in high stakes setti…