FreIE: Low-Frequency Spectral Bias in Neural Networks for Time-Series Tasks

Jialong Sun, Xinpeng Ling, Jiaxuan Zou +2

The inherent autocorrelation of time series data presents an ongoing challenge to multivariate time series prediction. Recently, a widely adopted approach has been the incorporatio…