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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
Advances In Neural Information Processing Systems 29, 2016
1122016
Integration methods and optimization algorithms
D Scieur, V Roulet, F Bach, A d'Aspremont
Advances in Neural Information Processing Systems 30, 2017
802017
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
742017
Acceleration methods
A d’Aspremont, D Scieur, A Taylor
Foundations and Trends® in Optimization 5 (1-2), 1-245, 2021
452021
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
372020
Nonlinear acceleration of stochastic algorithms
D Scieur, A d'Aspremont, F Bach
Advances in Neural Information Processing Systems 30, 2017
322017
Online Regularized Nonlinear Acceleration
D Scieur, E Oyallon, A d'Aspremont, F Bach
arXiv preprint arXiv:1805.09639, 2018
25*2018
Nonlinear acceleration of momentum and primal-dual algorithms
R Bollapragada, D Scieur, A d'Aspremont
Mathematical Programming, 2022
222022
Acceleration through spectral density estimation
F Pedregosa, D Scieur
International Conference on Machine Learning, 7553-7562, 2020
192020
Universal average-case optimality of polyak momentum
D Scieur, F Pedregosa
International conference on machine learning, 8565-8572, 2020
192020
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
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
7*2020
Nonlinear acceleration of primal-dual algorithms
R Bollapragada, D Scieur, A d’Aspremont
the 22nd International Conference on Artificial Intelligence and Statistics …, 2019
52019
Acceleration in optimization
D Scieur
PSL Research University, 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
22021
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
12022
Average-case acceleration for bilinear games and normal matrices
C Domingo-Enrich, F Pedregosa, D Scieur
International Conference on Learning Representations, 2020
12020
Only Tails Matter: Average-Case Universality and Robustness in the Convex Regime
L Cunha, G Gidel, F Pedregosa, DSC Paquette
arXiv preprint arXiv:2206.09901, 2022
2022
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