Vincent Roulet
Vincent Roulet
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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
562020
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
82018
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
52020
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
42019
Kernel-based translations of convolutional networks
C Jones, V Roulet, Z Harchaoui
arXiv preprint arXiv:1903.08131, 2019
42019
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
12019
On the geometry of optimization problems and their structure
V Roulet
DI-ENS - Département d'informatique de l'École normale supérieure, CNRS …, 2018
12018
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
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