2026
Characteristic Root Analysis and Regularization for Linear Time Series Forecasting
ICLR 2026poster
Time series forecasting remains a critical challenge across numerous domains, yet the effectiveness of complex models often varies unpredictably across datasets. Recent studies highlight the surprising competitiveness of simple linear models, suggesting that their robustness and interpretability wa…