Is the Last Layer Sufficient for Uncertainty Quantification?

Joseph Wilson, Chris van der Heide, Liam Hodgkinson +1

Epistemic uncertainty quantification (UQ) for deep neural networks (DNNs) is a requirement for safe adoption of AI in mission-critical settings. Several leading methods for UQ line…