Fast & Fair: Efficient Second-Order Robust Optimization for Fairness in Machine Learning

Allen Minch, Hung Anh Vu, Anne Marie Warren

This project explores adversarial training techniques to develop fairer Deep Neural Networks (DNNs) to mitigate the inherent bias they are known to exhibit. DNNs are susceptible to…