2 papers
stat.AP2026
Multi-site modelling and reconstruction of past extreme skew surges along the French Atlantic coast
Nathan Huet, Philippe Naveau, Anne Sabourin
Appropriate modelling of extreme skew surges is crucial, particularly for coastal risk management. Our study focuses on modelling extreme skew surges along the French Atlantic coas…
stat.ML2025
On Regression in Extreme Regions
Stephan Clémençon, Nathan Huet, Anne Sabourin
We establish a statistical learning theoretical framework aimed at extrapolation, or out-of-domain generalization, on the unobserved tails of covariates in continuous regression pr…