Deep Ensembles Work, But Are They Necessary?

Taiga Abe, E. Kelly Buchanan, Geoff Pleiss +2

Ensembling neural networks is an effective way to increase accuracy, and can often match the performance of individual larger models. This observation poses a natural question: giv…