MASCIT: A Mask-Aware State Space Classifier for Naturally Irregular Time Series.

arXiv:2609.34409v2 Announce Type: replace-cross Abstract: Naturally irregular time series combine asynchronous observations, missing values, unequal lengths, and nonuniform sampling, while dense adapters can discard temporal structure. We propose a mask-aware