Minusformer: Improving Time Series Forecasting by Progressively Learning Residuals

Daojun Liang, Haixia Zhang, Dongfeng Yuan +2

In this paper, we find that ubiquitous time series (TS) forecasting models are prone to severe overfitting. To cope with this problem, we embrace a de-redundancy approach to progre…