Damien Scieur
Damien Scieur
Samsung - SAIL Montréal
Adresse e-mail validée de samsung.com - Page d'accueil
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Regularized nonlinear acceleration
D Scieur, A d’Aspremont, F Bach
Mathematical Programming 179 (1), 47-83, 2020
852020
Integration methods and optimization algorithms
D Scieur, V Roulet, F Bach, A d'Aspremont
Proceedings of the 31st International Conference on Neural Information …, 2017
69*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
522017
Nonlinear acceleration of stochastic algorithms
D Scieur, A d'Aspremont, F Bach
arXiv preprint arXiv:1706.07270, 2017
242017
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
202020
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
152018
Acceleration through spectral density estimation
F Pedregosa, D Scieur
International Conference on Machine Learning, 7553-7562, 2020
122020
Universal Asymptotic Optimality of Polyak Momentum
D Scieur, F Pedregosa
International Conference on Machine Learning, 8565-8572, 2020
9*2020
Nonlinear Acceleration of CNNs
D Scieur, E Oyallon, A d’Aspremont, F Bach
Workshop of International Conference on Learning Representations, 2018
72018
Acceleration methods
A d'Aspremont, D Scieur, A Taylor
arXiv preprint arXiv:2101.09545, 2021
62021
Acceleration in optimization
D Scieur
PSL Research University, 2018
52018
Affine Invariant Analysis of Frank-Wolfe on Strongly Convex Sets
T Kerdreux, L Liu, S Lacoste-Julien, D Scieur
arXiv preprint arXiv:2011.03351, 2020
32020
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
22020
Generalized framework for nonlinear acceleration
D Scieur
arXiv preprint arXiv:1903.08764, 2019
22019
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
12021
Average-case Acceleration for Bilinear Games and Normal Matrices
C Domingo-Enrich, F Pedregosa, D Scieur
arXiv preprint arXiv:2010.02076, 2020
12020
Extragradient with player sampling for faster Nash equilibrium finding
CD Enrich, S Jelassi, C Domingo-Enrich, D Scieur, A Mensch, J Bruna
12020
Nonlinear acceleration of primal-dual algorithms
R Bollapragada, D Scieur, A d’Aspremont
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
12019
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
12018
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