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Damien Scieur
Damien Scieur
Samsung - SAIL Montréal
Verified email at samsung.com - Homepage
Title
Cited by
Cited by
Year
Regularized nonlinear acceleration
D Scieur, A d'Aspremont, F Bach
Advances In Neural Information Processing Systems 29, 2016
1282016
Integration methods and optimization algorithms
D Scieur, V Roulet, F Bach, A d'Aspremont
Advances in Neural Information Processing Systems 30, 2017
902017
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
832017
Acceleration methods
A d’Aspremont, D Scieur, A Taylor
Foundations and Trends® in Optimization 5 (1-2), 1-245, 2021
662021
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
382020
Nonlinear acceleration of stochastic algorithms
D Scieur, A d'Aspremont, F Bach
Advances in Neural Information Processing Systems 30, 2017
342017
Online Regularized Nonlinear Acceleration
D Scieur, E Oyallon, A d'Aspremont, F Bach
arXiv preprint arXiv:1805.09639, 2018
31*2018
Nonlinear acceleration of momentum and primal-dual algorithms
R Bollapragada, D Scieur, A d'Aspremont
Mathematical Programming, 2022
272022
Acceleration through spectral density estimation
F Pedregosa, D Scieur
International Conference on Machine Learning, 7553-7562, 2020
262020
Universal average-case optimality of polyak momentum
D Scieur, F Pedregosa
International conference on machine learning, 8565-8572, 2020
232020
Super-acceleration with cyclical step-sizes
B Goujaud, D Scieur, A Dieuleveut, AB Taylor, F Pedregosa
International Conference on Artificial Intelligence and Statistics, 3028-3065, 2022
102022
Affine invariant analysis of frank-wolfe on strongly convex sets
T Kerdreux, L Liu, S Lacoste-Julien, D Scieur
International Conference on Machine Learning, 5398-5408, 2021
102021
Nonlinear acceleration of primal-dual algorithms
R Bollapragada, D Scieur, A d’Aspremont
the 22nd International Conference on Artificial Intelligence and Statistics …, 2019
82019
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
5*2020
Acceleration in optimization
D Scieur
Université Paris sciences et lettres, 2018
52018
Generalized framework for nonlinear acceleration
D Scieur
arXiv preprint arXiv:1903.08764, 2019
42019
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
42018
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
32021
Extragradient with player sampling for faster Nash equilibrium finding
S Jelassi, C Domingo-Enrich, D Scieur, A Mensch, J Bruna
Proceedings of the International Conference on Machine Learning, 2020
22020
Average-case acceleration for bilinear games and normal matrices
C Domingo-Enrich, F Pedregosa, D Scieur
International Conference on Learning Representations, 2020
22020
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