Get started
Author

Raphaël Berthier

Observed name: Berthier, Raphaël
Observed institutions: Université Paris-Sud, Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Université Paris Cité, Université Paris Sciences et Lettres, Institut Gustave Roussy, École Normale Supérieure - PSL, Laboratoire de Mathématiques d'Orsay, Sorbonne Université, Centre d'Économie de la Sorbonne, Département de mathématiques et applications, Laboratoire Jacques-Louis Lions, Département d'Informatique, Centre Inria de Sorbonne Université, Aspects métaboliques et systémiques de l'oncogénèse pour de nouvelles approches thérapeutiques, Centre Inria de Paris, SIERRA: Apprentissage Statistique et optimisation, Université Paris 1 Panthéon-Sorbonne, École Polytechnique Fédérale de Lausanne
OpenAlex ID: A5026477644
State evolution for approximate message passing with non-separable functions
2018 · Raphaël Berthier, Andrea Montanari, et al. · Information and Inference A Journal of the IMA · 129
PDF
HEMO, an ancestral endogenous retroviral envelope protein shed in the blood of pregnant women and expressed in pluripotent stem cells and tumors
2017 · Odile Heidmann, Anthony Béguin, et al. · Proceedings of the National Academy of Sciences · 81
PDF
Graph-based approximate message passing iterations
2023 · Cédric Gerbelot, Raphaël Berthier · Information and Inference A Journal of the IMA · 24
PDF
Accelerated Gossip in Networks of Given Dimension Using Jacobi Polynomial Iterations
2020 · Raphaël Berthier, Francis Bach, et al. · SIAM Journal on Mathematics of Data Science · 17
Tight Nonparametric Convergence Rates for Stochastic Gradient Descent under the Noiseless Linear Model
2020 · Berthier, Raphaël, Bach, Francis, et al. · arXiv (Cornell University) · 14
PDF
Learning Time-Scales in Two-Layers Neural Networks
2024 · Raphaël Berthier, Andrea Montanari, et al. · Foundations of Computational Mathematics · 4
PDF
Continuized Accelerations of Deterministic and Stochastic Gradient Descents, and of Gossip Algorithms
2021 · Mathieu Even, Raphaël Berthier, et al. · neural information processing systems · 4
Accelerated Gossip in Networks of Given Dimension using Jacobi Polynomial Iterations
2018 · Berthier, Raphaël, Bach, Francis, et al. · arXiv (Cornell University) · 4
PDF
Incremental Learning in Diagonal Linear Networks
2022 · Berthier, Raphaël · arXiv (Cornell University) · 2
PDF
A Continuized View on Nesterov Acceleration for Stochastic Gradient Descent and Randomized Gossip
2021 · Even, Mathieu, Berthier, Raphaël, et al. · arXiv (Cornell University) · 2
PDF
Leveraging the two-timescale regime to demonstrate convergence of neural networks
2023 · Pierre Marion, Raphaël Berthier · neural information processing systems · 1
PDF
Acceleration of gossip algorithms through the Euler–Poisson–Darboux Equation
2022 · Raphaël Berthier, Mufan (Bill) Li · IMA Journal of Applied Mathematics · 1
PDF
Analysis and acceleration of gradient descents and gossip algorithms
2021 · Raphaël Berthier · 1
The Multiple Timescales of Gradient Descent on the Edge of Stability: A Perturbative Derivation of the Central Flow
2026 · Berthier, Raphaël · arXiv (Cornell University)
PDF
Incremental Learning in Mirror Flows
2026 · Berthier, Raphaël, Pillaud-Vivien, Loucas · arXiv (Cornell University)
PDF
Diagonal Linear Networks and the Lasso Regularization Path
2025 · Berthier, Raphaël · arXiv (Cornell University)
PDF
Attention layers provably solve single-location regression
2024 · Marion, Pierre, Berthier, Raphaël, et al. · arXiv (Cornell University)
PDF
On the Minimal Degree Bias in Generalization on the Unseen for non-Boolean Functions
2024 · Pushkin, Denys, Berthier, Raphaël, et al. · arXiv (Cornell University)
PDF
A Continuized View on Nesterov Acceleration
2021 · Berthier, Raphaël, Bach, Francis, et al. · arXiv (Cornell University)
PDF
Gossip of Statistical Observations using Orthogonal Polynomials
2018 · Berthier, Raphaël, Bach, Francis, et al. · HAL
Works count: 20
Citation count: 284
H-index: 5
I10-index: 5
Year
Topic
Type