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

Anton Zamyatin, Patrick Indri, Sagar Malhotra +1

In resource-constrained and low-latency settings, uncertainty estimates must be efficiently obtained. Deep Ensembles provide robust epistemic uncertainty (EU) but require training…