Why have a Unified Predictive Uncertainty? Disentangling it using Deep Split Ensembles

Utkarsh Sarawgi, Wazeer Zulfikar, Rishab Khincha +1

Understanding and quantifying uncertainty in black box Neural Networks (NNs) is critical when deployed in real-world settings such as healthcare. Recent works using Bayesian and no…