Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data

William Herlands, Edward McFowland, Andrew Gordon Wilson, Daniel B. Neill

Abstract: Identifying anomalous patterns in real-world data is essential for understanding where, when, and how systems deviate from their expected dynamics. Yet methods that separately consider the anomalou...