Probabilistic Circuits for Irregular Multivariate Time Series Forecasting
arXiv:2604.27814v1 Announce Type: new
Abstract: Joint probabilistic modeling is essential for forecasting irregular multivariate time series (IMTS) to accurately quantify uncertainty. Existing approaches often struggle to balance model expressivity wi…