arXiv stat.ML
· Papers
Statistical Inference for Generative Model Comparison
arXiv:2501.18897v4 Announce Type: replace Abstract: Generative models have achieved remarkable success across a range of applications, yet their evaluation still lacks principled uncertainty quantification. In this paper, we develop a method for comparing how close different generative models are to the underlying dist