KReF: Training-Free Retrieval for Long-Term Time-Series Forecasting and Predictive Uncertainty

Yang Zhang, Rui Su

Probabilistic long-term time-series forecasting commonly relies on trained models. Training-free conformal methods typically construct intervals around a pre-existing point forecas…