Bregman meets Lévy: Stochastic mirror descent with heavy-tailed noise in continuous and discrete time
P.-L. Cauvin and P. Mertikopoulos. In ICML '26: Proceedings of the 43rd International Conference on Machine Learning, 2026.
Publications
You can also find my articles on my Google Scholar profile.
Conference Papers
The Impact of Uncertainty on Regularized Learning in Games
P.-L. Cauvin, D. Legacci, and P. Mertikopoulos. In ICML '25: Proceedings of the 42nd International Conference on Machine Learning, 2025.
Oldies & Technical Reports
The Robustness of Game Dynamics under Random Perturbations
P.-L. Cauvin. Master Thesis, 2023.
Edgeworth Expansion for Bernoulli Weighted Mean
P.-L. Cauvin. Technical report, 2022.