| Tail Inverse Regression: dimension reduction for prediction of extremes A Aghbalou, F Portier, A Sabourin, C Zhou Bernoulli 30 (1), 503-533, 2024 | 8 | 2024 |
| Hypothesis transfer learning with surrogate classification losses: Generalization bounds through algorithmic stability A Aghbalou, G Staerman International Conference on Machine Learning, 280-303, 2023 | 5* | 2023 |
| Cross-validation for Extreme Value Analysis A Aghbalou, P Bertail, F Portier, A Sabourin arXiv preprint arXiv:2202.00488, 2022 | 2* | 2022 |
| On the bias of K-fold cross validation with stable learners A Aghbalou, A Sabourin, F Portier International Conference on Artificial Intelligence and Statistics, 3775-3794, 2023 | 1 | 2023 |
| Sharp error bounds for imbalanced classification: how many examples in the minority class? A Aghbalou, A Sabourin, F Portier International Conference on Artificial Intelligence and Statistics, 838-846, 2024 | | 2024 |
