Zhuo Li

Look Back, Correct Forward: Error Feedback Calibration for Time Series Forecasting

Time series forecasting models are increasingly deployed in continuously evolving environments. After a forecast is issued, future observations gradually arrive and reveal how the model has failed. Existing methods mainly treat such observations as supervision for parameter updates. However, it remains unclear whether...