The Disparate Benefits of Deep Ensembles

Kajetan Schweighofer, Adrian Arnaiz-Rodriguez, Sepp Hochreiter +1

Ensembles of Deep Neural Networks, Deep Ensembles, are widely used as a simple way to boost predictive performance. However, their impact on algorithmic fairness is not well unders…