Bias-Corrected Adaptive Conformal Inference for Multi-Horizon Time Series Forecasting
arXiv:2604.13253v1 Announce Type: new
Abstract: Adaptive Conformal Inference (ACI) provides distribution-free prediction intervals with asymptotic coverage guarantees for time series under distribution shift. However, ACI only adapts the quantile thre…