Gradient based sample selection for online continual learning R Aljundi, M Lin, B Goujaud, Y Bengio Advances in Neural Information Processing Systems, 2019, 2019 | 863 | 2019 |
PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python B Goujaud, C Moucer, F Glineur, JM Hendrickx, AB Taylor, A Dieuleveut Mathematical Programming Computation, 1-31, 2024 | 36 | 2024 |
Super-acceleration with cyclical step-sizes B Goujaud, D Scieur, A Dieuleveut, AB Taylor, F Pedregosa International Conference on Artificial Intelligence and Statistics, 3028-3065, 2022 | 30 | 2022 |
A Study of Condition Numbers for First-Order Optimization C Guille-Escuret, B Goujaud, M Girotti, I Mitliagkas International Conference on Artificial Intelligence and Statistics, 1261-1269, 2021 | 16 | 2021 |
Optimal first-order methods for convex functions with a quadratic upper bound B Goujaud, A Taylor, A Dieuleveut arXiv preprint arXiv:2205.15033, 2022 | 13 | 2022 |
Gradient descent is optimal under lower restricted secant inequality and upper error bound C Guille-Escuret, A Ibrahim, B Goujaud, I Mitliagkas Advances in Neural Information Processing Systems 35, 24893-24904, 2022 | 12 | 2022 |
Proving linear mode connectivity of neural networks via optimal transport D Ferbach, B Goujaud, G Gidel, A Dieuleveut International Conference on Artificial Intelligence and Statistics, 2023 | 8 | 2023 |
Quadratic minimization: from conjugate gradient to an adaptive Heavy-ball method with Polyak step-sizes B Goujaud, A Taylor, A Dieuleveut arXiv preprint arXiv:2210.06367, 2022 | 7 | 2022 |
Provable non-accelerations of the heavy-ball method B Goujaud, A Taylor, A Dieuleveut arXiv preprint arXiv:2307.11291, 2023 | 5 | 2023 |
On fundamental proof structures in first-order optimization B Goujaud, A Dieuleveut, A Taylor 2023 62nd IEEE Conference on Decision and Control (CDC), 3023-3030, 2023 | 4 | 2023 |
Counter-examples in first-order optimization: a constructive approach B Goujaud, A Dieuleveut, A Taylor IEEE Control Systems Letters 7, 2485-2490, 2023 | 4 | 2023 |
Robust Detection of Covariate-Treatment Interactions in Clinical Trials B Goujaud, EW Tramel, P Courtiol, M Zaslavskiy, G Wainrib ISCB ASC 2018, 2017 | | 2017 |