Conference
Open access
Sep 2026
Beyond Uniform Updates: Drift Pattern Aware Online Time Series Forecasting Under Delayed Feedback
Online time series forecasting relies on continual updates to cope with concept drift. In multi-step forecasting, however, the ground truth for an H-step prediction arrives only after H steps, so a delayed residual entangles persistent drifts with transient shocks and seasonal fluctuations. Existing methods typically a...
Xing-Wang Li, Fei Teng, Cong Zhou et al.
· Proceedings of the Thirty-Fi... · 1 citation