Anne Sabourin - RankMe

21 papers A* 3A 5Journal 11Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Multi-site modelling and reconstruction of past extreme skew surges along the French Atlantic coast. CoRR Nathan Huet, Philippe Naveau, Anne Sabourin
2024	A	`conf`	Sharp error bounds for imbalanced classification: how many examples in the minority class? AISTATS Anass Aghbalou, Anne Sabourin, François Portier
2024	J	`jnl`	Weibull mixture estimation based on censored data with applications to clustering in reliability engineering. Qual. Reliab. Eng. Int. Florian Lamalle, Vincent Feuillard, Anne Sabourin, Stéphan Clémençon
2023	J	`jnl`	On Regression in Extreme Regions. CoRR Nathan Huet, Stéphan Clémençon, Anne Sabourin
2023	A	`conf`	On the bias of K-fold cross validation with stable learners. AISTATS Anass Aghbalou, Anne Sabourin, François Portier
2023	J	`jnl`	Sharp error bounds for imbalanced classification: how many examples in the minority class? CoRR Anass Aghbalou, François Portier, Anne Sabourin
2020	J	`jnl`	A multivariate extreme value theory approach to anomaly clustering and visualization. Comput. Stat. Maël Chiapino, Stéphan Clémençon, Vincent Feuillard, Anne Sabourin
2020	A*	`conf`	Heavy-tailed Representations, Text Polarity Classification & Data Augmentation. NeurIPS Hamid Jalalzai, Pierre Colombo, Chloé Clavel, Éric Gaussier, Giovanna Varni, Emmanuel Vignon, Anne Sabourin
2020	J	`jnl`	Heavy-tailed Representations, Text Polarity Classification & Data Augmentation. CoRR Hamid Jalalzai, Pierre Colombo, Chloé Clavel, Éric Gaussier, Giovanna Varni, Emmanuel Vignon, Anne Sabourin
2018	A*	`conf`	On Binary Classification in Extreme Regions. NeurIPS Hamid Jalalzai, Stéphan Clémençon, Anne Sabourin
2017	A	`conf`	Anomaly Detection in Extreme Regions via Empirical MV-sets on the Sphere. AISTATS Albert Thomas, Stéphan Clémençon, Alexandre Gramfort, Anne Sabourin
2017	J	`jnl`	Marginal standardization of upper semicontinuous processes. With application to max-stable processes. J. Appl. Probab. Anne Sabourin, Johan Segers
2017	—	`conf`	Max K-Armed Bandit: On the ExtremeHunter Algorithm and Beyond. ECML/PKDD (2) Mastane Achab, Stéphan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade
2017	J	`jnl`	Max K-armed bandit: On the ExtremeHunter algorithm and beyond. CoRR Mastane Achab, Stéphan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade
2017	J	`jnl`	Sparse representation of multivariate extremes with applications to anomaly detection. J. Multivar. Anal. Nicolas Goix, Anne Sabourin, Stéphan Clémençon
2016	—	`conf`	Feature Clustering for Extreme Events Analysis, with Application to Extreme Stream-Flow Data. NFMCP@PKDD/ECML Maël Chiapino, Anne Sabourin
2016	A	`conf`	Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking. AISTATS Nicolas Goix, Anne Sabourin, Stéphan Clémençon
2015	A*	`conf`	Learning the dependence structure of rare events: a non-asymptotic study. COLT Nicolas Goix, Anne Sabourin, Stéphan Clémençon
2015	A	`conf`	On Anomaly Ranking and Excess-Mass Curves. AISTATS Nicolas Goix, Anne Sabourin, Stéphan Clémençon
2015	J	`jnl`	Semi-parametric modeling of excesses above high multivariate thresholds with censored data. J. Multivar. Anal. Anne Sabourin
2014	J	`jnl`	Bayesian Dirichlet mixture model for multivariate extremes: A re-parametrization. Comput. Stat. Data Anal. Anne Sabourin, Philippe Naveau