Louis Serrano

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 7

Top Topics

Network Architecture

Exponential Smoothing

Financial Time Series

Weather Forecasting

Top Venues

Trans. Mach. Learn. Res.

Publications

Louis Serrano, Thomas X. Wang, Etienne Le Naour, Jean-Noël Vittaut, Patrick Gallinari
AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields. CoRR (2024)
Adel Nabli, Louis Fournier, Pierre Erbacher, Louis Serrano, Eugene Belilovsky, Edouard Oyallon
ACCO: Accumulate while you Communicate, Hiding Communications in Distributed LLM Training. CoRR (2024)
Etienne Le Naour, Louis Serrano, Léon Migus, Yuan Yin, Ghislain Agoua, Nicolas Baskiotis, Patrick Gallinari, Vincent Guigue
Time Series Continuous Modeling for Imputation and Forecasting with Implicit Neural Representations. Trans. Mach. Learn. Res. 2024 (2024)
Louis Serrano, Léon Migus, Yuan Yin, Jocelyn Ahmed Mazari, Patrick Gallinari
INFINITY: Neural Field Modeling for Reynolds-Averaged Navier-Stokes Equations. CoRR (2023)
Louis Serrano, Lise Le Boudec, Armand Kassaï Koupaï, Thomas X. Wang, Yuan Yin, Jean-Noël Vittaut, Patrick Gallinari
Operator Learning with Neural Fields: Tackling PDEs on General Geometries. NeurIPS (2023)
Etienne Le Naour, Louis Serrano, Léon Migus, Yuan Yin, Patrick Gallinari, Ghislain Agoua, Nicolas Baskiotis, Vincent Guigue
Time Series Continuous Modeling for Imputation and Forecasting with Implicit Neural Representations. CoRR (2023)
Louis Serrano, Lise Le Boudec, Armand Kassaï Koupaï, Thomas X. Wang, Yuan Yin, Jean-Noël Vittaut, Patrick Gallinari
Operator Learning with Neural Fields: Tackling PDEs on General Geometries. CoRR (2023)