Anass Aghbalou

According to our database, Anass Aghbalou authored at least 5 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

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

Anass Aghbalou

PhD thesis, 2024

Sharp error bounds for imbalanced classification: how many examples in the minority class?

Anass Aghbalou, Anne Sabourin, François Portier

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Hypothesis Transfer Learning with Surrogate Classification Losses.

Anass Aghbalou, Guillaume Staerman

CoRR, 2023

Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability.

Anass Aghbalou, Guillaume Staerman

Proceedings of the International Conference on Machine Learning, 2023

On the bias of K-fold cross validation with stable learners.

Anass Aghbalou, Anne Sabourin, François Portier

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023