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
4 papers · 1 filter
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…
Fusion of heterogeneous data for robust degradation prognostics
Edgar Jaber, Emmanuel Remy, Vincent Chabridon +2
Assessing the degradation state of an industrial asset first requires evaluating its current condition and then to project the forecast model trajectory to a predefined prognostic…
Phase-resolved Modeling Of Surf Zone Wave Transformation Over Idealized Rough Bottoms
Emile Guélard-Ancilotti, Damien Sous, Denis Morichon +3
Rough rocky seabeds dominate world's coastlines, making accurate modeling of wave transformation in such environments essential for understanding coastal processes and hazards. Wav…
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…