Publications and Preprints

Nonlinear Functional Output Regression: A Dictionary Approach (AISTATS 2021)
Dimitri Bouche, Marianne Clausel, François Roueff, Florence d'Alché-Buc   [paper]

Wind power predictions from nowcasts to 4-hour forecasts: a learning approach with variable selection (preprint, submitted)
Dimitri Bouche, Rémi Flamary, Florence d'Alché-Buc, Riwal Plougonven, Marianne Clausel, Jordi Badosa, Philippe Drobinski   [paper]

Functional Output Regression with Infimal Convolution: Exploring the Huber and epsilon-insensitive Losses (Accepted at ICML 2022)
Alex Lambert, Dimitri Bouche, Zoltan Szabo, Florence d'Alché-Buc   [paper]