Anass Aghbalou

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Transfer Learning

Nearest Neighbour

Generalization Bounds

Top Venues

Publications

Anass Aghbalou, Anne Sabourin, François Portier
Sharp error bounds for imbalanced classification: how many examples in the minority class? AISTATS (2024)
Anass Aghbalou, Guillaume Staerman
Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability. ICML (2023)
Anass Aghbalou, Guillaume Staerman
Hypothesis Transfer Learning with Surrogate Classification Losses. CoRR (2023)
Anass Aghbalou, François Portier, Anne Sabourin
Sharp error bounds for imbalanced classification: how many examples in the minority class? CoRR (2023)
Anass Aghbalou, Anne Sabourin, François Portier
On the bias of K-fold cross validation with stable learners. AISTATS (2023)