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

5 citations · 5 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2020★ 5 cited

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

Anna-Kathrin Kopetzki, Bertrand Charpentier, Daniel Zügner +2

Dirichlet-based uncertainty (DBU) models are a recent and promising class of uncertainty-aware models. DBU models predict the parameters of a Dirichlet distribution to provide fast…