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
892020
Integration methods and optimization algorithms
D Scieur, V Roulet, F Bach, A d'Aspremont
Advances in Neural Information Processing Systems 30, 2017
74*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
572017
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
252020
Nonlinear acceleration of stochastic algorithms
D Scieur, A d'Aspremont, F Bach
Advances in Neural Information Processing Systems 30, 2017
242017
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
13*2020
Universal asymptotic optimality of polyak momentum
D Scieur, F Pedregosa
International Conference on Machine Learning, 8565-8572, 2020
12*2020
Acceleration methods
A d'Aspremont, D Scieur, A Taylor
arXiv preprint arXiv:2101.09545, 2021
92021
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
International Conference on Machine Learning, 5398-5408, 2021
42021
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
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
3*2020
Nonlinear acceleration of primal-dual algorithms
R Bollapragada, D Scieur, A d’Aspremont
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
32019
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
International Conference on Learning Representations, 2020
12020
Connecting Sphere Manifolds Hierarchically for Regularization
D Scieur, Y Kim
International Conference on Machine Learning, 9399-9409, 2021
2021
Super-Acceleration with Cyclical Step-sizes
B Goujaud, D Scieur, A Dieuleveut, A Taylor, F Pedregosa
arXiv preprint arXiv:2106.09687, 2021
2021
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