AutoHFormer: Efficient Hierarchical Autoregressive Transformer for Time Series Prediction

Qianru Zhang, Honggang Wen, Ming Li +4

Time series forecasting requires architectures that simultaneously achieve three competing objectives: (1) strict temporal causality for reliable predictions, (2) sub-quadratic com…