Yvenn Amara-Ouali

According to our database, Yvenn Amara-Ouali authored at least 11 papers between 2021 and 2026.

Collaborative distances:

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

2026

Cascaded Transfer: Learning Many Tasks under Budget Constraints.

Eloi Campagne, Yvenn Amara-Ouali, Yannig Goude, Mathilde Mougeot, Argyris Kalogeratos

CoRR, January, 2026

Conformal Prediction for Hierarchical Data.

Guillaume Principato, Gilles Stoltz, Yvenn Amara-Ouali, Yannig Goude, Bachir Hamrouche, Jean-Michel Poggi

Trans. Mach. Learn. Res., 2026

Spatio-Temporal Modelling of Electric Vehicle Charging Demand.

Kaoutar Bouaachra, Yvenn Amara-Ouali, Yannig Goude, Raphaël Lachièze-Rey

Proceedings of the 2026 ACM Sustainability Week, 2026

2025

Plugging Attention into Power Grids: Towards Transparent Forecasting.

Eloi Campagne, Itai Zehavi, Yvenn Amara-Ouali, Yannig Goude, Argyris Kalogeratos

CoRR, July, 2025

2024

Forecasting Electric Vehicle Charging Station Occupancy: Smarter Mobility Data Challenge.

Yvenn Amara-Ouali, Yannig Goude, Nathan Doumèche, Pascal Veyret, Alexis Thomas, Daniel Hebenstreit, Thomas Wedenig, Arthur Satouf, Aymeric Jan, Yannick Deleuze, Paul Berhaut, Sébastien Treguer

J. Data-centric Mach. Learn. Res., 2024

Leveraging Graph Neural Networks to Forecast Electricity Consumption.

Eloi Campagne, Yvenn Amara-Ouali, Yannig Goude, Argyris Kalogeratos

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

2023

Forecasting Electric Vehicle Charging Station Occupancy: Smarter Mobility Data Challenge.

Yvenn Amara-Ouali, Yannig Goude, Nathan Doumèche, Pascal Veyret, Alexis Thomas, Daniel Hebenstreit, Thomas Wedenig, Arthur Satouf, Aymeric Jan, Yannick Deleuze, Paul Berhaut, Sébastien Treguer, Tiphaine Phe-Neau

CoRR, 2023

2022

Statistical modelling of electric vehicle charging behaviours. (Modélisation statistique des comportements de charge des véhicules électriques).

Yvenn Amara-Ouali

PhD thesis, 2022

A benchmark of electric vehicle load and occupancy models for day-ahead forecasting on open charging session data.

Yvenn Amara-Ouali, Yannig Goude, Bachir Hamrouche, Matthew Bishara

Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

2021

Daily peak electrical load forecasting with a multi-resolution approach.

Yvenn Amara-Ouali, Matteo Fasiolo, Yannig Goude, Hui Yan

CoRR, 2021

A review of electric vehicle charging session open data: Poster.

Yvenn Amara-Ouali, Pascal Massart, Jean-Michel Poggi, Yannig Goude, Hui Yan

Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021