Efficient Quantification of Time-Series Prediction Error: Optimal Selection Conformal Prediction

Boyu Pang, Kostas Margellos

Designing effective score functions in Conformal Prediction (CP) for time-series data remains challenging due to conservativeness and/or computational inefficiency. We propose Opti…