1 code implementation • 16 Jun 2022 • Alex Lambert, Dimitri Bouche, Zoltan Szabo, Florence d'Alché-Buc
The efficiency of the approach is demonstrated and contrasted with the classical squared loss setting on both synthetic and real-world benchmarks.
no code implementations • 20 Apr 2022 • Dimitri Bouche, Rémi Flamary, Florence d'Alché-Buc, Riwal Plougonven, Marianne Clausel, Jordi Badosa, Philippe Drobinski
We study short-term prediction of wind speed and wind power (every 10 minutes up to 4 hours ahead).
no code implementations • 3 Mar 2020 • Dimitri Bouche, Marianne Clausel, François Roueff, Florence d'Alché-Buc
Then, in the more general setting of integral losses based on differentiable ground losses, KPL is implemented using first-order optimization for both fully and partially observed output functions.