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stat.ML2024
Refereeing the Referees: Evaluating Two-Sample Tests for Validating Generators in Precision Sciences
Samuele Grossi, Marco Letizia, Riccardo Torre
We propose a robust methodology to evaluate the performance and computational efficiency of non-parametric two-sample tests, specifically designed for high-dimensional generative m…
hep-ph2024
Multiple testing for signal-agnostic searches of new physics with machine learning
Gaia Grosso, Marco Letizia
In this work, we address the question of how to enhance signal-agnostic searches by leveraging multiple testing strategies. Specifically, we consider hypothesis tests relying on ma…