Online Time Series Anomaly Detection with State Space Gaussian Processes

Christian Bock, François-Xavier Aubet, Jan Gasthaus +3

We propose r-ssGPFA, an unsupervised online anomaly detection model for uni- and multivariate time series building on the efficient state space formulation of Gaussian processes. F…