Expressive power of invariant and equivariant graph neural networks W Azizian, M Lelarge arXiv preprint arXiv:2006.15646, 2020 | 80 | 2020 |
A tight and unified analysis of gradient-based methods for a whole spectrum of differentiable games W Azizian, I Mitliagkas, S Lacoste-Julien, G Gidel International Conference on Artificial Intelligence and Statistics, 2863-2873, 2020 | 77 | 2020 |
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 | 39 | 2020 |
The Last-Iterate Convergence Rate of Optimistic Mirror Descent in Stochastic Variational Inequalities W Azizian, F Iutzeler, J Malick, P Mertikopoulos Proceedings of Machine Learning Research vol 134, 1-31, 2021 | 16 | 2021 |
Lower Bounds and Conditioning of Differentiable Games A Ibrahim, W Azizian, G Gidel, I Mitliagkas arXiv preprint arXiv:1906.07300, 2019 | 7 | 2019 |
On the rate of convergence of Bregman proximal methods in constrained variational inequalities W Azizian, F Iutzeler, J Malick, P Mertikopoulos arXiv preprint arXiv:2211.08043, 2022 | 1 | 2022 |
Regularization for wasserstein distributionally robust optimization W Azizian, F Iutzeler, J Malick arXiv preprint arXiv:2205.08826, 2022 | 1 | 2022 |