Fixing the Pitfalls of Probabilistic Time-Series Forecasting Evaluation by Kernel Quadrature

Masaki Adachi, Masahiro Fujisawa, Michael A Osborne

Despite the significance of probabilistic time-series forecasting models, their evaluation metrics often involve intractable integrations. The most widely used metric, the continuo…