Semantics-consistent tabular diffusion with weak semantic priors for synthetic data generation
Read the original at arxiv.org→arXiv:2609.16069v1 Announce Type: new Abstract: Synthetic tabular data can match real data distributions while still violating the semantic constraints that govern valid tabular rows. This reveals a key limitation...
Original headline: "Beyond Distribution Matching: Semantics-Consistent Tabular Diffusion with Weak Semantic Priors"
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- Sep 16, 04:00 UTC arXiv cs.LG lead source Beyond Distribution Matching: Semantics-Consistent Tabular Diffusion with Weak Semantic Priors