Реклама

Revisiting Energy-based Tabular Anomaly Detection: Energy and Reconstruction are Complementary

#Revisiting #Energy-based #Tabular #Anomaly #Detection

arXiv:2608.14186v1 Announce Type: new Abstract: Tabular anomaly detection is dominated by classical density-proxy methods (Isolation Forest, OCSVM, LOF), reconstruction-based detectors (Autoencoders, VAEs), and modern non-parametric scorers (COPOD, ECOD, Deep SVDD), all of which approximate the…