M. Hauskrecht

CVTA: Cross-Variable Temporal Attention for Multivariate Irregular Time Series Prediction

Irregularly sampled multivariate time series arise in many real-world domains such as healthcare, climate science, and large-scale monitoring systems. Characterized by asynchronous observations and heterogeneity across variables, such time series pose significant challenges for forecasting. In this work, we introduce C...