ROAR: Retrieval Opportunity-Aware Refinement for Zero-Shot Time Series Forecasting.

arXiv:2605.24911v2 Announce Type: replace-cross Abstract: Retrieval augmentation provides time series forecasters with historical continuations, yet even candidates that outperform the base forecast may fail to improve the final prediction. We propose ROAR, a