AdaWeather: Adaptively Mixing Probabilistic Weather Forecasts with Logarithmic Regret

In three linesAdaWeather combines multiple probabilistic weather forecasting models using machine learning and mixture of experts. The algorithm achieves logarithmic regret compared to the best static mixture of experts in hindsight. Empirical tests on temperature forecasting show improvements over existing methods.

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