Adaptive Oscillatory-State Alignment for Time Series Forecasting

Zhangyao Song, Chaofeng Qu, Chao Zha +3

Long-term time series forecasting benefits from inductive biases that expose recurring temporal structure. Existing periodic forecasting methods typically model recurrence through…