Roland Kwitt

Exploring Zero-Shot Foundation Models for Multivariate Time Series Anomaly Detection

Martin Uray, Saverio Messineo, Roland Kwitt, Stefan Huber

Multivariate Time Series Anomaly Detection (MTSAD) is essential for reliability and safety in domains such as industrial process monitoring and financial risk management, yet conventional approaches rely on application-specific models that are costly to train and hard to scale. F…Read more