Why Does Counterintuitive Likelihood Behavior Rarely Emerge in Tabular Anomaly Detection?

arXiv:2602.09593v3 Announce Type: replace-cross Abstract: Deep generative models with tractable likelihoods, exemplified by normalizing flows, offer an effective basis for anomaly detection through likelihood-based scoring. We demonstrate that, unlike in the i