no code implementations • 19 Dec 2023 • Xinying Zou, Samir M. Perlaza, Iñaki Esnaola, Eitan Altman
Fundamental generalization metrics, such as the sensitivity of the expected loss, the sensitivity of the empirical risk, and the generalization gap are shown to have closed-form expressions involving the worst-case data-generating probability measure.
