Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series

Zitong Yang, Emmanuel Candès, Yu Ming Huang +1

We introduce Bellman Conformal Inference (BCI), a framework that wraps around any time series forecasting models and provides calibrated prediction intervals. Unlike the existing m…