Ghislain Agoua

According to our database, Ghislain Agoua authored at least 5 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Are Time-Indexed Foundation Models the Future of Time Series Imputation?

Etienne Le Naour, Tahar Nabil, Adrien Petralia, Ghislain Agoua

Trans. Mach. Learn. Res., 2026

2025

A synthetic dataset of French electric load curves with temperature conditioning.

Tahar Nabil, Ghislain Agoua, Pierre Cauchois, Anne de Moliner, Benoît Grossin

CoRR, April, 2025

MoTM: Towards a Foundation Model for Time Series Imputation Based on Continuous Modeling.

Etienne Le Naour, Tahar Nabil, Ghislain Agoua

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2025

2024

Time Series Continuous Modeling for Imputation and Forecasting with Implicit Neural Representations.

Etienne Le Naour, Louis Serrano, Léon Migus, Yuan Yin, Ghislain Agoua, Nicolas Baskiotis, Patrick Gallinari, Vincent Guigue

Trans. Mach. Learn. Res., 2024

2023

Interpretable time series neural representation for classification purposes.

Etienne Le Naour, Ghislain Agoua, Nicolas Baskiotis, Vincent Guigue

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023