Showing 2025Show all
2 papers · 1 filter
stat.ML2025
Learning to Validate Generative Models: a Goodness-of-Fit Approach
Pietro Cappelli, Gaia Grosso, Marco Letizia +2
Generative models are increasingly central to scientific workflows, yet their systematic use and interpretation require a proper understanding of their limitations through rigorous…
stat.ML2025
Comparing Generative Models with the New Physics Learning Machine
Samuele Grossi, Marco Letizia, Riccardo Torre
The rise of generative models for scientific research calls for the development of new methods to evaluate their fidelity. A natural framework for addressing this problem is two-sa…