Koopman Neural Forecaster for Time Series with Temporal Distribution Shifts

Rui Wang, Yihe Dong, Sercan Ö. Arik +1

Temporal distributional shifts, with underlying dynamics changing over time, frequently occur in real-world time series and pose a fundamental challenge for deep neural networks (D…