Uncertainty Quantification for Deep Regression using Contextualised Normalizing Flows

Adriel Sosa Marco, John Daniel Kirwan, Alexia Toumpa +1

Quantifying uncertainty in deep regression models is important both for understanding the confidence of the model and for safe decision-making in high-risk domains. Existing approa…