Research

Preprints

Probabilistic Forecasting of Electric Vehicle Charging in a Time-varying Hierarchical Infrastructure

Authors: Guillaume Principato, Yvenn Amara-Ouali, Bachir Hamrouche, Yannig Goude, Jean-Michel Poggi

Year: 2026

Keywords: Conformal prediction beyond exchangeability, Online learning, Blackwell’s approachability

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Adaptive Conformal Inference Through the Lens of Blackwell Approachability

Authors: Guillaume Principato, Gilles Stoltz

Year: 2025

Keywords: Conformal prediction beyond exchangeability, Online learning, Blackwell’s approachability

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Publications

Conformal Prediction for Hierarchical Data

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

Year: 2026 · Venue: Transactions on Machine Learning Research

Keywords: Conformal prediction, Forecast Reconciliation

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Quantifying the Uncertainty of Electric Vehicle Charging with Probabilistic Load Forecasting

Authors: Yvenn Amara-Ouali, Bachir Hamrouche, Guillaume Principato, Yannig Goude

Year: 2025 · Venue: World Electric Vehicle Journal

Keywords: EV smart-charging, probabilistic forecasting, Conformal prediction beyond exchangeability

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