FAIR-Ensemble: When Fairness Naturally Emerges From Deep Ensembling

Wei-Yin Ko, Daniel D'souza, Karina Nguyen +2

Ensembling multiple Deep Neural Networks (DNNs) is a simple and effective way to improve top-line metrics and to outperform a larger single model. In this work, we go beyond top-li…