On Regression in Extreme Regions. N. Huet, S. Clémençon & A. Sabourin (2023), link

Multi-site modelling and reconstruction of past extreme skew surges along the French Atlantic coast. N.Huet, P. Naveau & A. Sabourin (2025), link

Regular variation in Hilbert spaces and principal component analysis for functional extremes. S. Clémençon, N. Huet & A. Sabourin, Stochastic Processes and their Applications 174 (2024) 104375, link

Statistical learning for multivariate and functional extremes. manuscript slides

September 2025: 15min oral presentation on "Robust and efficient estimation for the Generalized Extreme-Value distribution" at Graspa Conference, Roma Tre University, Rome.

September 2025: 30min oral presentation on "Robust and efficient estimation for the Generalized Extreme-Value distribution" at RISE Workshop, Ca' Foscari University, Venice.

April 2025: 45min oral presentation on "Statistical learning for extremes : an application to the prediction of sea levels" at MIA seminar, AgroParisTech, Palaiseau.  

December 2024: 30min oral presentation on "Joint Modeling Extremal Sea-Levels Dependency across different French Atlantic Coast Stations" at Valpred 5, Centre Paul-Langevin, Aussois.

June 2024: 40min oral presentation on "Joint Modeling Extremal Sea-Levels Dependency across different French Atlantic Coast Stations" at EXSTA Workshop, Université Paris-Cité, Paris.

June 2024: 20min oral presentation on "Joint Modeling Extremal Sea-Levels Dependency across different French Atlantic Coast Stations" at International Sea Level Workshop, PNBI, Brest.

June 2023: 25min oral presentation on "On Regression in Extreme Regions" at Extreme Value Analysis Conference, Bocconi University, Milan.

April 2023: 25min oral presentation on "Extremes of functional data: low dimensional representation via Karhunen-Loève expansion" at Valpred 4 Workshop, Centre Paul-Langevin, Aussois. 

March 2023: Poster "Regression in Extreme Regions" at Journée Partenaire Entreprise, Télécom Paris, Palaiseau.

June 2022: 25min oral presentation on "Functional Extremes or Karhunen-Loève Expansion for Extreme Data" at Journée de la Chaire, Télécom Paris, Palaiseau.

March 2022: Poster "Functional Extremes" at Journée Partenaire Entreprise, Télécom Paris, Palaiseau.

I serve as a reviewer for: Journal of American Statistical Association, Environmetrics, Statistical Methods and Applications, AISTATS 2023 and ICML 2023.