Optimization-based Online Conformal Prediction for Multi-step Forecasting

Ruipu Li, Daniel Menacho, Alexander Rodríguez

Conformal prediction (CP) provides distribution-free coverage guarantees, making it well suited for uncertainty quantification in time series forecasting. However, existing methods…