Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility Anomalies

Elizabeth Hou, Kumar Sricharan, Alfred O. Hero

Data-driven anomaly detection methods suffer from the drawback of detecting all instances that are statistically rare, irrespective of whether the detected instances have real-worl…