Attention-Based Feature Online Conformal Prediction for Time Series

Meiyi Zhu, Caili Guo, Chunyan Feng +1

Online conformal prediction (OCP) wraps around any pre-trained predictor to produce prediction sets with coverage guarantees that hold irrespective of temporal dependencies or dist…