| Analysis of the relative entropy asymmetry in the regularization of empirical risk minimization F Daunas, I Esnaola, SM Perlaza, HV Poor 2023 IEEE International Symposium on Information Theory (ISIT), 340-345, 2023 | 13 | 2023 |
| Empirical risk minimization with f-divergence regularization in statistical learning F Daunas, I Esnaola, SM Perlaza, HV Poor Inria, 2023 | 8 | 2023 |
| Empirical risk minimization with relative entropy regularization type-II F Daunas, I Esnaola, SM Perlaza, HV Poor INRIA, Centre Inria d'Université Côte d'Azur, Sophia Antipolis, 2023 | 7 | 2023 |
| Equivalence of Empirical Risk Minimization to Regularization on the Family of F Daunas, I Esnaola, SM Perlaza, HV Poor 2024 IEEE International Symposium on Information Theory (ISIT), 759-764, 2024 | 3 | 2024 |
| Asymmetry of the relative entropy in the regularization of empirical risk minimization F Daunas, I Esnaola, SM Perlaza, HV Poor arXiv preprint arXiv:2410.02833, 2024 | 2 | 2024 |
| Generalization Error of -Divergence Stabilized Algorithms via Duality F Daunas, I Esnaola, SM Perlaza, G Aminian arXiv preprint arXiv:2502.14544, 2025 | | 2025 |
