Enhancing Time Series Forecasting via Logic-Inspired Regularization

Jianqi Zhang, Jingyao Wang, Xingchen Shen +1

Time series forecasting (TSF) plays a crucial role in many applications. Transformer-based methods are one of the mainstream techniques for TSF. Existing methods treat all token de…