uLEAD-TabPFN: Uncertainty-aware Dependency-based Anomaly Detection with TabPFN

Sha Lu, Jixue Liu, Stefan Peters +4

Anomaly detection in tabular data is challenging due to high dimensionality, complex feature dependencies, and heterogeneous noise. Many existing methods rely on proximity-based cu…