| State evolution for approximate message passing with non-separable functions R Berthier, A Montanari, PM Nguyen Information and Inference: A Journal of the IMA, 2017 | 194 | 2017 |
| Graph-based approximate message passing iterations C Gerbelot, R Berthier Information and Inference: A Journal of the IMA 12 (4), 2562-2628, 2023 | 57 | 2023 |
| Tight nonparametric convergence rates for stochastic gradient descent under the noiseless linear model R Berthier, F Bach, P Gaillard Advances in Neural Information Processing Systems 33, 2576-2586, 2020 | 51 | 2020 |
| Accelerated gossip in networks of given dimension using jacobi polynomial iterations R Berthier, F Bach, P Gaillard SIAM Journal on Mathematics of Data Science 2 (1), 24-47, 2020 | 43 | 2020 |
| Learning time-scales in two-layers neural networks R Berthier, A Montanari, K Zhou Foundations of Computational Mathematics, 1-84, 2024 | 42 | 2024 |
| Incremental learning in diagonal linear networks R Berthier Journal of Machine Learning Research 24 (171), 1-26, 2023 | 27 | 2023 |
| Continuized accelerations of deterministic and stochastic gradient descents, and of gossip algorithms M Even, R Berthier, F Bach, N Flammarion, H Hendrikx, P Gaillard, ... Advances in Neural Information Processing Systems 34, 28054-28066, 2021 | 22 | 2021 |
| Leveraging the two-timescale regime to demonstrate convergence of neural networks P Marion, R Berthier Advances in Neural Information Processing Systems 36, 64996-65029, 2023 | 8 | 2023 |
| A continuized view on nesterov acceleration R Berthier, F Bach, N Flammarion, P Gaillard, A Taylor arXiv preprint arXiv:2102.06035, 2021 | 5 | 2021 |
| Analysis and acceleration of gradient descents and gossip algorithms R Berthier Université Paris sciences et lettres, 2021 | 3 | 2021 |
| Attention layers provably solve single-location regression P Marion, R Berthier, G Biau, C Boyer arXiv preprint arXiv:2410.01537, 2024 | 2 | 2024 |
| On the minimal degree bias in generalization on the unseen for non-boolean functions D Pushkin, R Berthier, E Abbe arXiv preprint arXiv:2406.06354, 2024 | | 2024 |
| Acceleration of gossip algorithms through the Euler–Poisson–Darboux Equation R Berthier, M Li IMA Journal of Applied Mathematics 87 (6), 985-1009, 2022 | | 2022 |
| Analyse et accélération des descentes de gradient et des algorithmes de gossip R Berthier Université Paris sciences et lettres, 2021 | | 2021 |
Francis BachInria - Ecole Normale SupérieureVerified email at inria.fr
