Asymmetric Duos: Sidekicks Improve Uncertainty

TL;DR

The go-to strategy to apply deep networks in settings where uncertainty informs decisions—ensembling multiple training runs with random initializations—is ill-suited for the extremely large-scale mode…

Opening excerpt from the authors’ abstract. source