To See Far, Look Close: Evolutionary Forecasting for Long-term Time Series

Jiaming Ma, Siyuan Mu, Ruilin Tang +6

The prevailing Direct Forecasting (DF) paradigm dominates Long-term Time Series Forecasting (LTSF) by forcing models to predict the entire future horizon in a single forward pass.…