arxivcs.LG2026-07-24
MissHyper: Restoring Clinical Synchronicity in Missingness-Guided Hypergraph Forecasting
Clinical irregular multivariate time series are shaped not only by physiological dynamics but also by the measurement process that determines when and what to observe. In event-centric models, however, co-timestamp structure can be flattened too early: measurements acquired at th…