Anne Sabourin

Available identifiers

Publication	Date of Publication	Type
Tail inverse regression: dimension reduction for prediction of extremes	2024-01-16	Paper
Regular Variation in Hilbert Spaces and Principal Component Analysis for Functional Extremes	2023-08-02	Paper
Uniform concentration bounds for frequencies of rare events	2022-08-30	Paper
On the bias of K-fold cross validation with stable learners	2022-02-21	Paper
Cross-validation for Extreme Value Analysis	2022-02-01	Paper
Principal component analysis for multivariate extremes	2021-08-09	Paper
A multivariate extreme value theory approach to anomaly clustering and visualization	2020-07-28	Paper
Identifying groups of variables with the potential of being large simultaneously	2019-07-04	Paper
Bayesian Dirichlet mixture model for multivariate extremes: a re-parametrization	2018-11-08	Paper
Marginal standardization of upper semicontinuous processes. With application to max-stable processes	2018-09-26	Paper
Sparse representation of multivariate extremes with applications to anomaly detection	2017-09-18	Paper
Learning the dependence structure of rare events: a non-asymptotic study	2015-05-23	Paper
Semi-parametric modeling of excesses above high multivariate thresholds with censored data	2015-03-24	Paper
On Anomaly Ranking and Excess-Mass Curves	2015-02-05	Paper
Bayesian model averaging for multivariate extremes	2013-12-02	Paper
Bayesian model averaging for multivariate extremes	2013-01-09	Paper

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