arXiv stat.ML
· Papers
Hybrid Probabilistic Zonotopes for Identifiable and Refinable Predictive Uncertainty
arXiv:2608.05454v1 Announce Type: cross Abstract: Probabilistic prediction heads in neural networks typically output either a Gaussian mixture or a single conformal region. Neither separates the distinct sources of uncertainty often present in real prediction tasks: a discrete choice among modes, bounded systematic dri