Principal component analysis for multivariate extremes von Drees, Holger, Sabourin, Anne

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Bayesian Dirichlet mixture model for multivariate extremes: A re-parametrization von Sabourin, Anne, Naveau, Philippe

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Semi-parametric modeling of excesses above high multivariate thresholds with censored data von Sabourin, Anne

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Combining regional estimation and historical floods: A multivariate semiparametric peaks-over-threshold model with censored data von Sabourin, Anne, Renard, Benjamin

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Combining regional estimation and historical floods: a multivariate semi-parametric peaks-over-threshold model with censored data von Sabourin, Anne, Renard, Benjamin

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Regular variation in Hilbert spaces and principal component analysis for functional extremes von Clémençon, Stephan, Huet, Nathan, Sabourin, Anne

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Tail inverse regression: Dimension reduction for prediction of extremes von Aghbalou, Anass, Portier, François, Sabourin, Anne, Zhou, Chen

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Weibull mixture estimation based on censored data with applications to clustering in reliability engineering von Lamalle, Florian, Feuillard, Vincent, Sabourin, Anne, Clémençon, Stephan

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Marginal standardization of upper semicontinuous processes. With application to max-stable processes von Sabourin, Anne, Segers, Johan

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Sparse representation of multivariate extremes with applications to anomaly detection von Goix, Nicolas, Sabourin, Anne, Clémençon, Stephan

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Cross-validation on extreme regions von Aghbalou, Anass, Bertail, Patrice, Portier, François, Sabourin, Anne

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Uniform concentration bounds for frequencies of rare events von Lhaut, Stéphane, Sabourin, Anne, Segers, Johan

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Identifying groups of variables with the potential of being large simultaneously von Chiapino, Maël, Sabourin, Anne, Segers, Johan

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Concentration bounds for the empirical angular measure with statistical learning applications von Clémençon, Stéphan, Jalalzai, Hamid, Lhaut, Stéphane, Sabourin, Anne, Segers, Johan

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A multivariate extreme value theory approach to anomaly clustering and visualization von Chiapino, Maël, Clémençon, Stephan, Feuillard, Vincent, Sabourin, Anne

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Bayesian model averaging for multivariate extremes von Sabourin, Anne, Naveau, Philippe, Fougères, Anne-Laure

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Feature Clustering for Extreme Events Analysis, with Application to Extreme Stream-Flow Data von Chiapino, Maël, Sabourin, Anne

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Mères schizophrènes : Parcours de vie et trajectoires parentales au fil des âges de la vie von Thifault, Marie-Claude, Harrisson, Sandra, Sabourin, Andrée-Anne

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Sharp error bounds for imbalanced classification: how many examples in the minority class? von Aghbalou, Anass, Portier, François, Sabourin, Anne

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Regular Variation in Hilbert Spaces and Principal Component Analysis for Functional Extremes von Clémençon, Stephan, Huet, Nathan, Sabourin, Anne

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