SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters

Shengsheng Lin, Weiwei Lin, Wentai Wu +2

This paper introduces SparseTSF, a novel, extremely lightweight model for Long-term Time Series Forecasting (LTSF), designed to address the challenges of modeling complex temporal…