Is BatchEnsemble a Single Model? On Calibration and Diversity of Efficient Ensembles

This research challenges the efficacy of BatchEnsemble for uncertainty estimation, revealing that its constituent models lack the necessary diversity to func...

Level: advanced

By Anton Zamyatin, Patrick Indri, Sagar Malhotra, Thomas Gärtnner

Category: research