On the bias of K-fold cross validation with stable learners. - Anass Aghbalou; Anne Sabourin; François Portier (AISTATS, 2023)

Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability. - Anass Aghbalou; Guillaume Staerman (ICML, 2023)

Hypothesis Transfer Learning with Surrogate Classification Losses. - Anass Aghbalou; Guillaume Staerman (CoRR, 2023)

Sharp error bounds for imbalanced classification: how many examples in the minority class? - Anass Aghbalou; Anne Sabourin; François Portier (AISTATS, 2024)

A Statistical analysis of algorithms dedicated for rare events. (Analyse statistique des algorithmes dédiés aux événements rares). - Anass Aghbalou (2024)