Nonsmooth implicit differentiation for machine-learning and optimization J Bolte, T Le, E Pauwels, T Silveti-Falls Advances in neural information processing systems 34, 13537-13549, 2021 | 60 | 2021 |
Subgradient sampling for nonsmooth nonconvex minimization J Bolte, T Le, E Pauwels SIAM Journal on Optimization 33 (4), 2542-2569, 2023 | 14 | 2023 |
Nonsmooth nonconvex stochastic heavy ball T Le Journal of Optimization Theory and Applications, 1-21, 2024 | 12 | 2024 |
Inexact subgradient methods for semialgebraic functions J Bolte, T Le, É Moulines, E Pauwels arXiv preprint arXiv:2404.19517, 2024 | 1 | 2024 |
Universal Generalization Guarantees for Wasserstein Distributionally Robust Models T Le, J Malick arXiv preprint arXiv:2402.11981, 2024 | 1 | 2024 |