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News/Look Back, Correct Forward: Error Feedback Calibration for Time Series Forecasting
arxiv
PublishedOctober 19, 2026 at 4:00 AM

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

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arXiv:2610.22872v1 Announce Type: new Abstract: 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 sup

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