Measuring the Dependency Gap: Diagnosing Inter-Column Fidelity in Tabular Generative Models

Jie Zhang

Synthetic tabular data are valued for preserving inter-column dependency, yet a routine fidelity score says neither where it is lost nor why. Equipping a classifier two-sample test…