Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable?

1 code implementation • 28 Oct 2020 • Anna-Kathrin Kopetzki, Bertrand Charpentier, Daniel Zügner, Sandhya Giri, Stephan Günnemann

Dirichlet-based uncertainty (DBU) models are a recent and promising class of uncertainty-aware models.