Anne Sabourin

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Class Imbalanced

Dependence Structure

Polarity Classification

Top Venues

J. Multivar. Anal.

Publications

Anass Aghbalou, Anne Sabourin, François Portier
Sharp error bounds for imbalanced classification: how many examples in the minority class? AISTATS (2024)
Anass Aghbalou, François Portier, Anne Sabourin
Sharp error bounds for imbalanced classification: how many examples in the minority class? CoRR (2023)
Nathan Huet, Stéphan Clémençon, Anne Sabourin
On Regression in Extreme Regions. CoRR (2023)
Anass Aghbalou, Anne Sabourin, François Portier
On the bias of K-fold cross validation with stable learners. AISTATS (2023)
Hamid Jalalzai, Pierre Colombo, Chloé Clavel, Éric Gaussier, Giovanna Varni, Emmanuel Vignon, Anne Sabourin
Heavy-tailed Representations, Text Polarity Classification & Data Augmentation. CoRR (2020)
Hamid Jalalzai, Pierre Colombo, Chloé Clavel, Éric Gaussier, Giovanna Varni, Emmanuel Vignon, Anne Sabourin
Heavy-tailed Representations, Text Polarity Classification & Data Augmentation. NeurIPS (2020)
Maël Chiapino, Stéphan Clémençon, Vincent Feuillard, Anne Sabourin
A multivariate extreme value theory approach to anomaly clustering and visualization. Comput. Stat. 35 (2) (2020)
Hamid Jalalzai, Stéphan Clémençon, Anne Sabourin
On Binary Classification in Extreme Regions. NeurIPS (2018)
Mastane Achab, Stéphan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade
Max K-Armed Bandit: On the ExtremeHunter Algorithm and Beyond. ECML/PKDD (2) (2017)
Nicolas Goix, Anne Sabourin, Stéphan Clémençon
Sparse representation of multivariate extremes with applications to anomaly detection. J. Multivar. Anal. 161 (2017)
Anne Sabourin, Johan Segers
Marginal standardization of upper semicontinuous processes. With application to max-stable processes. J. Appl. Probab. 54 (3) (2017)
Albert Thomas, Stéphan Clémençon, Alexandre Gramfort, Anne Sabourin
Anomaly Detection in Extreme Regions via Empirical MV-sets on the Sphere. AISTATS (2017)
Mastane Achab, Stéphan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade
Max K-armed bandit: On the ExtremeHunter algorithm and beyond. CoRR (2017)
Nicolas Goix, Anne Sabourin, Stéphan Clémençon
Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking. AISTATS (2016)
Maël Chiapino, Anne Sabourin
Feature Clustering for Extreme Events Analysis, with Application to Extreme Stream-Flow Data. NFMCP@PKDD/ECML (2016)
Anne Sabourin
Semi-parametric modeling of excesses above high multivariate thresholds with censored data. J. Multivar. Anal. 136 (2015)
Nicolas Goix, Anne Sabourin, Stéphan Clémençon
Learning the dependence structure of rare events: a non-asymptotic study. COLT (2015)
Nicolas Goix, Anne Sabourin, Stéphan Clémençon
On Anomaly Ranking and Excess-Mass Curves. AISTATS (2015)
Anne Sabourin, Philippe Naveau
Bayesian Dirichlet mixture model for multivariate extremes: A re-parametrization. Comput. Stat. Data Anal. 71 (2014)