Sabourin, Anne

9 publications

AISTATS 2024 Sharp Error Bounds for Imbalanced Classification: How Many Examples in the Minority Class? Anass Aghbalou, Anne Sabourin, François Portier

AISTATS 2023 On the Bias of K-Fold Cross Validation with Stable Learners Anass Aghbalou, Anne Sabourin, François Portier

NeurIPS 2020 Heavy-Tailed Representations, Text Polarity Classification & Data Augmentation Hamid Jalalzai, Pierre Colombo, Chloé Clavel, Eric Gaussier, Giovanna Varni, Emmanuel Vignon, Anne Sabourin

NeurIPS 2018 On Binary Classification in Extreme Regions Hamid Jalalzai, Stephan Clémençon, Anne Sabourin

AISTATS 2017 Anomaly Detection in Extreme Regions via Empirical MV-Sets on the Sphere Albert Thomas, Stéphan Clémençon, Alexandre Gramfort, Anne Sabourin

ECML-PKDD 2017 Max K-Armed Bandit: On the ExtremeHunter Algorithm and Beyond Mastane Achab, Stéphan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade

AISTATS 2016 Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking Nicolas Goix, Anne Sabourin, Stéphan Clémençon

COLT 2015 Learning the Dependence Structure of Rare Events: A Non-Asymptotic Study Nicolas Goix, Anne Sabourin, Stéphan Clémençon

AISTATS 2015 On Anomaly Ranking and Excess-Mass Curves Nicolas Goix, Anne Sabourin, Stéphan Clémençon