Credal Two-Sample Tests of Epistemic Uncertainty

Siu Lun Chau, Antonin Schrab, Arthur Gretton +2

We introduce credal two-sample testing, a new hypothesis testing framework for comparing credal sets -- convex sets of probability measures where each element captures aleatoric un…