PAC-Bayes unleashed: Generalisation bounds with unbounded losses M Haddouche, B Guedj, O Rivasplata, J Shawe-Taylor Entropy 23 (10), 1330, 2021 | 21 | 2021 |
Upper and lower bounds on the performance of kernel PCA M Haddouche, B Guedj, O Rivasplata, J Shawe-Taylor arXiv preprint arXiv:2012.10369, 2020 | 2 | 2020 |
Online PAC-Bayes Learning M Haddouche, B Guedj arXiv preprint arXiv:2206.00024, 2022 | 1 | 2022 |
Optimistic Dynamic Regret Bounds M Haddouche, B Guedj, O Wintenberger arXiv preprint arXiv:2301.07530, 2023 | | 2023 |
PAC-Bayes with Unbounded Losses through Supermartingales M Haddouche, B Guedj arXiv preprint arXiv:2210.00928, 2022 | | 2022 |