Retrieval-Corrected Conformal Prediction for Time Series

Sangjin Jin, Kangmin Kim, Junhyeong Lee +1

Conformal prediction (CP) provides distribution-free prediction intervals for fixed forecasters, but its standard calibration procedure is often inefficient for time series data, w…