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Workshop
Generative Posterior Networks for Approximately Bayesian Epistemic Uncertainty Estimation
Melrose Roderick · Felix Berkenkamp · Fatemeh Sheikholeslami · J. Zico Kolter
Workshop
Formal Controller Synthesis for Stochastic Dynamical Models with Epistemic Uncertainty
Thom Badings · Licio Romao · Alessandro Abate · Nils Jansen
Poster
Wed 14:00 Pitfalls of Epistemic Uncertainty Quantification through Loss Minimisation
Viktor Bengs · Eyke Hüllermeier · Willem Waegeman
Poster
Wed 9:00 Implications of Model Indeterminacy for Explanations of Automated Decisions
Marc-Etienne Brunet · Ashton Anderson · Richard Zemel
Workshop
Formal Controller Synthesis for Stochastic Dynamical Models with Epistemic Uncertainty
Thom Badings · Licio Romao · Alessandro Abate · Nils Jansen