Three-Stage Learning Unlocks Strong Performance in Simple Models for Long-Term Time Series Forecasting

Zhenan Yu, Guangxin Jiang, Jin Yang

Recent studies on long-term time series forecasting have shown that simple linear models and MLP-based predictors can achieve strong performance without increasingly complex archit…