AdaWeather adaptively mixes probabilistic weather forecasts

Arxiv CS.LG (machine learning)

The paper proposes AdaWeather, a method that adaptively combines probabilistic weather forecasts to address the issue that no single model consistently dominates spatio-temporally. It achieves logarithmic regret in mixing multiple forecast sources.

Arxiv CS.LG (machine learning)·Saptarishi Dhanuka (Ashoka University)Sarvesh Iyer (Ashoka University)Manmeet Singh (Western Kentucky University)Mihir More (Ashoka University)Rushil Gupta (Ashoka University)Dhruman Gupta (Ashoka University)Parthasarathi Mukhopadhyay (Ashoka U

8 days ago