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Group Anomaly Detection

1 papers with code · Methodology
Subtask of Anomaly Detection

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Group Anomaly Detection using Deep Generative Models

13 Apr 2018raghavchalapathy/gad

Unlike conventional anomaly detection research that focuses on point anomalies, our goal is to detect anomalous collections of individual data points. In particular, we perform group anomaly detection (GAD) with an emphasis on irregular group distributions (e.g. irregular mixtures of image pixels).

GROUP ANOMALY DETECTION