How to Allocate your Label Budget? Choosing between Active Learning and Learning to Reject in Anomaly Detection

Lorenzo Perini, Daniele Giannuzzi, Jesse Davis

Anomaly detection attempts at finding examples that deviate from the expected behaviour. Usually, anomaly detection is tackled from an unsupervised perspective because anomalous la…