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Raphaël Berthier
Raphaël Berthier
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Title
Cited by
Cited by
Year
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
1622017
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
442020
Graph-based approximate message passing iterations
C Gerbelot, R Berthier
Information and Inference: A Journal of the IMA 12 (4), 2562-2628, 2023
402023
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
362020
Learning time-scales in two-layers neural networks
R Berthier, A Montanari, K Zhou
arXiv preprint arXiv:2303.00055, 2023
222023
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
162021
Incremental learning in diagonal linear networks
R Berthier
Journal of Machine Learning Research 24 (171), 1-26, 2023
142023
Leveraging the two-timescale regime to demonstrate convergence of neural networks
P Marion, R Berthier
Advances in Neural Information Processing Systems 36, 2024
42024
Analysis and acceleration of gradient descents and gossip algorithms
R Berthier
Université Paris sciences et lettres, 2021
32021
A continuized view on nesterov acceleration
R Berthier, F Bach, N Flammarion, P Gaillard, A Taylor
arXiv preprint arXiv:2102.06035, 2021
32021
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
MDS1
RJ Berthier, A Cordonier, E Cornacchia, J Hazla, A Lotfi, PS Ralli, ...
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