Retrieval Mechanisms Surpass Long-Context Scaling in Time Series Forecasting

Rishi Ahuja, Kumar Prateek, Simranjit Singh +1

Time Series Foundation Models (TSFMs) have borrowed the long context paradigm from natural language processing under the premise that feeding more history into the model improves f…