Frequency Adaptive Normalization For Non-stationary Time Series Forecasting

Weiwei Ye, Songgaojun Deng, Qiaosha Zou +1

Time series forecasting typically needs to address non-stationary data with evolving trend and seasonal patterns. To address the non-stationarity, reversible instance normalization…