Anomaly Detection for Sparse and Irregular Multivariate Time Series with Latent SDEs

Martin Uray, Dominik Geng, Florian Graf +2

Multivariate time series anomaly detection (MTSAD) is critical for a wide range of application areas, such as industrial monitoring, cybersecurity, or healthcare. Real-world data i…