| Regularized nonlinear acceleration D Scieur, A d’Aspremont, F Bach Mathematical Programming 179 (1), 47-83, 2020 | 89 | 2020 |
| Integration methods and optimization algorithms D Scieur, V Roulet, F Bach, A d'Aspremont Advances in Neural Information Processing Systems 30, 2017 | 74* | 2017 |
| Application of stochastic dual dynamic programming to the real-time dispatch of storage under renewable supply uncertainty A Papavasiliou, Y Mou, L Cambier, D Scieur IEEE Transactions on Sustainable Energy 9 (2), 547-558, 2017 | 57 | 2017 |
| Accelerating smooth games by manipulating spectral shapes W Azizian, D Scieur, I Mitliagkas, S Lacoste-Julien, G Gidel International Conference on Artificial Intelligence and Statistics, 1705-1715, 2020 | 25 | 2020 |
| Nonlinear acceleration of stochastic algorithms D Scieur, A d'Aspremont, F Bach Advances in Neural Information Processing Systems 30, 2017 | 24 | 2017 |
| Online Regularized Nonlinear Acceleration D Scieur, E Oyallon, A d'Aspremont, F Bach arXiv preprint arXiv:1805.09639, 2018 | 20* | 2018 |
| Nonlinear acceleration of momentum and primal-dual algorithms R Bollapragada, D Scieur, A d'Aspremont arXiv preprint arXiv:1810.04539, 2018 | 15 | 2018 |
| Acceleration through spectral density estimation F Pedregosa, D Scieur International Conference on Machine Learning, 7553-7562, 2020 | 13* | 2020 |
| Universal asymptotic optimality of polyak momentum D Scieur, F Pedregosa International Conference on Machine Learning, 8565-8572, 2020 | 12* | 2020 |
| Acceleration methods A d'Aspremont, D Scieur, A Taylor arXiv preprint arXiv:2101.09545, 2021 | 9 | 2021 |
| Acceleration in optimization D Scieur PSL Research University, 2018 | 5 | 2018 |
| Affine invariant analysis of Frank-Wolfe on strongly convex sets T Kerdreux, L Liu, S Lacoste-Julien, D Scieur International Conference on Machine Learning, 5398-5408, 2021 | 4 | 2021 |
| Optimal management of storage for offsetting solar power uncertainty using multistage stochastic programming T Kaneda, D Scieur, L Cambier, P Henneaux 2018 Power Systems Computation Conference (PSCC), 1-7, 2018 | 4 | 2018 |
| Extra-gradient with player sampling for faster convergence in n-player games S Jelassi, C Domingo-Enrich, D Scieur, A Mensch, J Bruna International Conference on Machine Learning, 4736-4745, 2020 | 3* | 2020 |
| Nonlinear acceleration of primal-dual algorithms R Bollapragada, D Scieur, A d’Aspremont The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 3 | 2019 |
| Generalized framework for nonlinear acceleration D Scieur arXiv preprint arXiv:1903.08764, 2019 | 2 | 2019 |
| Generalization of Quasi-Newton methods: application to robust symmetric multisecant updates D Scieur, L Liu, T Pumir, N Boumal International Conference on Artificial Intelligence and Statistics, 550-558, 2021 | 1 | 2021 |
| Average-case acceleration for bilinear games and normal matrices C Domingo-Enrich, F Pedregosa, D Scieur International Conference on Learning Representations, 2020 | 1 | 2020 |
| Connecting Sphere Manifolds Hierarchically for Regularization D Scieur, Y Kim International Conference on Machine Learning, 9399-9409, 2021 | | 2021 |
| Super-Acceleration with Cyclical Step-sizes B Goujaud, D Scieur, A Dieuleveut, A Taylor, F Pedregosa arXiv preprint arXiv:2106.09687, 2021 | | 2021 |
Alexandre d'AspremontCNRS & Ecole Normale Supérieure, ParisAdresse e-mail validée de di.ens.fr
