expert aggregation 1gradient boosting 1online learning 1regret bounds 1sleeping experts 1temperature prediction 1
From the 1 of 2 linked papers with an AI index.
2 papers
math.OC2026
Contribution of expert aggregation to temperature prediction part II: Second order bounds with sleeping experts
Léo Pfitzner, Olivier Wintenberger, Olivier Mestre
The paper enhances online expert aggregation for temperature forecasting by incorporating the Sleeping Expert Framework and gradient‑boosted regression trees, achieving faster adap…
math.OC2026
Contribution of expert aggregation to temperature prediction part i
Leo Pfitzner, Léo Pfitzner, Olivier Wintenberger +2
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…