Vincent Roulet
Vincent Roulet
Verified email at uw.edu - Homepage
TitleCited byYear
Integration methods and optimization algorithms
D Scieur, V Roulet, F Bach, A d'Aspremont
Advances in Neural Information Processing Systems, 1109-1118, 2017
35*2017
Sharpness, restart and acceleration
V Roulet, A d'Aspremont
Advances in Neural Information Processing Systems, 1119-1129, 2017
352017
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
11*2019
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
22019
On the Convergence of the Iterative Linear Exponential Quadratic Gaussian Algorithm to Stationary Points
V Roulet, M Fazel, S Srinivasa, Z Harchaoui
arXiv preprint arXiv:1910.08221, 2019
1*2019
Learning Feature Representations for Discriminative Clustering with Limited Supervision
C Jones, V Roulet, Z Harchaoui
2019
An Elementary Approach to Convergence Guarantees of Optimization Algorithms for Deep Networks
V Roulet, Z Harchaoui
arXiv preprint, 2019
2019
On the geometry of optimization problems and their structure
V Roulet
DI-ENS - Département d'informatique de l'École normale supérieure, CNRS …, 2018
2018
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
2018
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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Articles 1–12