Vincent Roulet
Vincent Roulet
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Cited by
Cited by
Integration methods and optimization algorithms
D Scieur, V Roulet, F Bach, A d'Aspremont
Advances in Neural Information Processing Systems, 1109-1118, 2017
Sharpness, Restart and Acceleration
V Roulet, A d'Aspremont
SIAM Journal on Optimization 30 (1), 262-289, 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
A smoother way to train structured prediction models
VK Pillutla, V Roulet, SM Kakade, Z Harchaoui
Advances in Neural Information Processing Systems, 4766-4778, 2018
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
Kernel-based translations of convolutional networks
C Jones, V Roulet, Z Harchaoui
arXiv preprint arXiv:1903.08131, 2019
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
End-to-end Learning, with or without Labels
C Jones, V Roulet, Z Harchaoui
arXiv preprint arXiv:1912.12979, 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
On the geometry of optimization problems and their structure
V Roulet
DI-ENS - Département d'informatique de l'École normale supérieure, CNRS …, 2018
Iterative hard clustering of features
V Roulet, F Fogel, A d'Aspremont, F Bach
Learning with Clustering Structure
V Roulet, F Fogel, A d'Aspremont, F Bach
arXiv preprint arXiv:1506.04908, 2015
Iterative Linearized Control from an Optimization Viewpoint
V Roulet, Z Harchaoui, D Drusvyatskiy, M Fazel, S Srinivasa
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