Damien Scieur

Journal Articles

2019

  1. Generalized Framework for Nonlinear Acceleration. D. Scieur.
    In arXiv preprint arXiv:1903.08764.

  2. Extra-gradient with player sampling for provable fast convergence in n-player games. S. Jelassi, C. D. Enrich, D. Scieur, A. Mensch, J. Bruna.
    In arXiv preprint arXiv:1905.12363.

2018

  1. Online Regularized Nonlinear Acceleration. D. Scieur, E. Oyallon, A. d’Aspremont, F. Bach.
    In arXiv preprint arXiv:1805.09639.

  2. Nonlinear acceleration of cnns. D. Scieur, E. Oyallon, A. d’Aspremont, F. Bach.
    In arXiv preprint arXiv:1806.00370.

2017

  1. 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.
    In IEEE Transactions on Sustainable Energy.

Theses

2018

  1. Acceleration in Optimization.

2015

  1. Global Complexity Analysis For The Second-Order Methods.

Conference Articles

2019

  1. Nonlinear Acceleration of Primal-Dual Algorithms. R. Bollapragada, D. Scieur, A. d’Aspremont.
    In The 22nd International Conference on Artificial Intelligence and Statistics.

2018

  1. Optimal Management of Storage for Offsetting Solar Power Uncertainty using Multistage Stochastic Programming. T. Kaneda, B. Losseau, A. Papavasiliou, D. Scieur, L. Cambier, P. Henneaux, N. Leemput.
    In Proceedings of 20th Power Systems Computation Conference (to appear).

2017

  1. Integration Methods and Accelerated Optimization Algorithms. D. Scieur, V. Roulet, F. Bach, A. d’Aspremont.
    In Advances In Neural Information Processing Systems.

  2. Nonlinear Acceleration of Stochastic Algorithms. D. Scieur, A. d’Aspremont, F. Bach.
    In Advances In Neural Information Processing Systems.

2016

  1. Regularized Nonlinear Acceleration. D. Scieur, A. d’Aspremont, F. Bach.
    In Advances In Neural Information Processing Systems.