What If We Let Forecasting Forget? A Sparse Bottleneck for Cross-Variable Dependencies

Fan Zhang, Shiming Fan, Hua Wang

Multivariate time series forecasting is critical in many real-world systems, and thus modeling cross-channel dependencies is essential. Although existing methods improve overall ac…