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News/Measuring the Dependency Gap: Diagnosing Inter-Column Fidelity in Tabular Generative Models
arxiv
PublishedJuly 27, 2026 at 4:00 AM
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Measuring the Dependency Gap: Diagnosing Inter-Column Fidelity in Tabular Generative Models

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arXiv:2607.21636v1 Announce Type: new Abstract: Synthetic tabular data is valued for preserving not only each column's marginal distribution but the dependencies between columns -- structure that carries much of the discriminative signal for minority classes in imbalanced domains such as fraud and c

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