Are Ensembles and BNN faithfully representing epistemic uncertainty?

At WUML 2025, our new PhD student, Sebastian Jimenez, presented his ongoing research on the faithful representation of epistemic uncertainty by ensembles and Bayesian neural networks.

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A tutorial in aleatoric and epistemic uncertainty in statistics and machine learning - The Artic University of Norway