Model-agnostic Retrieval-Augmented Extended Forecasting for time series

Juan Pablo Villa Serna, Rohan Asthana, Vasileios Belagiannis

Time series forecasting with pretrained foundation models has demonstrated strong zero-shot capabilities. However, achieving optimal performance on time series with short or neglig…