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math.OC2025
Contribution of expert aggregation to temperature prediction part i
Léo Pfitzner, Olivier Wintenberger, Olivier Mestre +1
Many Numerical Weather Prediction models and their associated Post-Processed Models are available. Combining all of these predictions in an optimal way is however not straightforwa…
math.OC2025
Contribution of expert aggregation to temperature prediction part II: Second order bounds with sleeping experts
Léo Pfitzner, Olivier Wintenberger, Olivier Mestre
In this paper we improve on the temperature predictions made with (online) Expert Aggregation (EA) [Cesa-Bianchi and Lugosi, 2006] in Part I. In particular, we make the aggregation…