Eduardo Linares

A survey of deep multivariate time-series models with an empirical reproducibility audit

Multivariate time series (MTS) analysis is increasingly important for extracting insights from complex, interdependent temporal data in domains such as healthcare, finance, and industrial monitoring. Recent advances in deep learning have significantly improved MTS modeling; yet,...