Handling Epistemic and Aleatory Uncertainties in Probabilistic Circuits

Federico Cerutti, Lance M. Kaplan, Angelika Kimmig +1

When collaborating with an AI system, we need to assess when to trust its recommendations. If we mistakenly trust it in regions where it is likely to err, catastrophic failures may…