Stationarity-Aware Retrieval-Augmented Time Series Forecasting

Shiqiao Zhou, Holger Schöner, Zipeng Wu +3

Time series forecasting relies on historical patterns, but real-world series often exhibit non-stationarity and regime shifts that challenge fully parametric forecasters. Inspired…