Antonin Schrab

Credal Two-Sample Tests of Epistemic Uncertainty

2024 · arXiv (Cornell University)

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 uncertainty and the set itself represents epistemic uncertainty that arises …