Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective

João B. S. Carvalho, Mengtao Zhang, Robin Geyer +2

Anomaly detection (AD) is the machine learning task of identifying highly discrepant abnormal samples by solely relying on the consistency of the normal training samples. Under the…