Embedded Files
Publications
Publications
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
PhD thesis
PhD thesis
Statistical learning for multivariate and functional extremes. manuscript slides
Talks/Events
Talks/Events
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.
Reviewer
Reviewer
I serve as a reviewer for: Journal of American Statistical Association, Statistical Methods and Applications, AISTATS 2023 and ICML 2023.
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