Guillaume Principato
I'm currently a PhD student at Laboratoire de Mathématiques d'Orsay (LMO) in collaboration with Electricity of France (EDF) and INRIA under the supervision of Jean-Michel Poggi, Gilles Stoltz, Yvenn Amara-Ouali, Yannig Goude and Bachir Hamrouche.
My researchs are in machine learning and statistics, with a focus on:
- Conformal Prediction
- Forecast Reconciliation
- Times Series
- Application to Electrical Vehicles charging
Contact
Bureau 3A3
Laboratoire de mathématiques d'Orsay
Bât. 307
Université Paris-Saclay
91405 Orsay
prenom.nom@universite-paris-saclay.fr
Articles
- Guillaume Principato, Gilles Stoltz, Yvenn Amara-Ouali, Yannig Goude, Bachir Hamrouche, Jean-Michel Poggi, Conformal Prediction for Hierarchical Data, 2024
- Yvenn Amara-Ouali, Bachir Hamrouche, Guillaume Principato, Yannig Goude, Quantifying the Uncertainty of Electric Vehicle Charging with Probabilistic Load Forecasting, 2024
Talks
- Journées Des Statistiques 2024
- International Electric Vehicle Symposium 2024
Poster Sessions
- ValPred Workshop 2024
Miscellaneous
- Work in progress with Eloi Campagne on Conformalized Graph Neural Network
- Work in progress to extend Conformal Prediction for Hierarchical Data to the Time Series setting