Delving into Non-Exchangeability for Conformal Prediction in Graph-Structured Multivariate Time Series

Ruichao Guo, Xingyao Han, Luo Wenshui +3

Point forecasting for graph-structured multivariate time series is a fundamental problem, but rigorous uncertainty quantification for such predictions is still underexplored. Confo…