A Unified Frequency Domain Decomposition Framework for Interpretable and Robust Time Series Forecasting

Cheng He, Xijie Liang, Zengrong Zheng +6

Current approaches for time series forecasting, whether in the time or frequency domain, predominantly use deep learning models based on linear layers or transformers. They often e…