Which Histories Matter for Time Series Forecasting? Learning Predictive Relevance with Future Supervision

Yong-Hoon Choi, Youngjin Cho, Kwang-Hyun Park

Retrieval-augmented time-series forecasting typically selects historical examples by similarity between observed pasts, although similar pasts can evolve differently. We propose Pr…