| Integration methods and optimization algorithms D Scieur, V Roulet, F Bach, A d'Aspremont Proceedings of the 31st International Conference on Neural Information …, 2017 | 63* | 2017 |
| Sharpness, Restart and Acceleration V Roulet, A d'Aspremont SIAM Journal on Optimization 30 (1), 262-289, 2020 | 56 | 2020 |
| Computational complexity versus statistical performance on sparse recovery problems V Roulet, N Boumal, A d'Aspremont Information and Inference: A Journal of the IMA., 2019 | 16* | 2019 |
| A smoother way to train structured prediction models VK Pillutla, V Roulet, SM Kakade, Z Harchaoui Advances in Neural Information Processing Systems 31, 2018 | 8 | 2018 |
| On the convergence of the iterative linear exponential quadratic gaussian algorithm to stationary points V Roulet, M Fazel, S Srinivasa, Z Harchaoui 2020 American Control Conference (ACC), 132-137, 2020 | 5 | 2020 |
| Iterative linearized control: Stable algorithms and complexity guarantees V Roulet, S Srinivasa, D Drusvyatskiy, Z Harchaoui Proceedings of the 36th International Conference on Machine Learning 97 …, 2019 | 4 | 2019 |
| Kernel-based translations of convolutional networks C Jones, V Roulet, Z Harchaoui arXiv preprint arXiv:1903.08131, 2019 | 4 | 2019 |
| An elementary approach to convergence guarantees of optimization algorithms for deep networks V Roulet, Z Harchaoui 2019 57th Annual Allerton Conference on Communication, Control, and …, 2019 | 1 | 2019 |
| On the geometry of optimization problems and their structure V Roulet DI-ENS - Département d'informatique de l'École normale supérieure, CNRS …, 2018 | 1 | 2018 |
| Differentiable Programming à la Moreau V Roulet, Z Harchaoui arXiv preprint arXiv:2012.15458, 2020 | | 2020 |
| End-to-end Learning, with or without Labels C Jones, V Roulet, Z Harchaoui arXiv preprint arXiv:1912.12979, 2019 | | 2019 |
| A Smoother Way to Train Structured Prediction Models K Pillutla, V Roulet, SM Kakade, Z Harchaoui arXiv preprint arXiv:1902.03228, 2019 | | 2019 |
| Iterative hard clustering of features V Roulet, F Fogel, A d'Aspremont, F Bach | | 2017 |
| Learning with Clustering Structure V Roulet, F Fogel, A d'Aspremont, F Bach arXiv preprint arXiv:1506.04908, 2015 | | 2015 |
Alexandre d'AspremontCNRS & Ecole Normale Supérieure, ParisAdresse e-mail validée de di.ens.fr
