38 citations
- Laboratoire Pluridisciplinaire de Recherche en Ingénierie des Systèmes, Mécanique et EnergétiqueFR4 papers
- Université de LilleFR3 papers
- Université Paris-SaclayFR3 papers
- University College LondonGB3 papers
- Centre BorelliFR2 papers
- Centre Inria de l'Université de LilleFR2 papers
- Institut national de recherche en sciences et technologies du numériqueFR2 papers
- Laboratoire de Physique des PlasmasFR2 papers
- Laboratoire Interdisciplinaire des Sciences du NumériqueFR2 papers
- Laboratoire Paul PainlevéFR2 papers
- Local Initiatives Support CorporationUS2 papers
- University of LondonGB2 papers
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stat.ML2025
Fourier Analysis on the Boolean Hypercube via Hoeffding Functional Decomposition
Baptiste Ferrere, Nicolas Bousquet, Fabrice Gamboa +2
Fourier analysis on the Boolean hypercube is fundamentally defined as the orthogonal decomposition of the space of pseudo-Boolean functions with respect to the uniform probability…
stat.ML2025
How good is PAC-Bayes at explaining generalisation?
Antoine Picard-Weibel, Eugenio Clerico, Roman Moscoviz +1
We discuss necessary conditions for a PAC-Bayes bound to provide a meaningful generalisation guarantee. Our analysis reveals that the optimal generalisation guarantee depends solel…