arXiv (OAI Expanded)
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Beyond Distribution Matching: Semantics-Consistent Tabular Diffusion with Weak Semantic Priors
Synthetic tabular data can match real data distributions while still violating the semantic constraints that govern valid tabular rows. This reveals a key limitation of existing tabular generators: they mainly optimize distributional fidelity, but do not explicitly model weak semantic priors encoded
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