2026
TimeSeed: Effective Time Series Forecasting with Sparse Endogenous Variables
ICML 2026poster
Time series forecasting has long relied on dense endogenous observations, yet in many real-world scenarios, such data is scarce or even absent. Existing approaches attempt to compensate with exogenous variables, but their reliance on incomplete endogenous histories makes them brittle under data scar…