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Beyond Distribution Matching: Semantics-Consistent Tabular Diffusion with Weak Semantic Priors

This story is from 2026-09-16. It is preserved in the archive; the latest stories are on the live feed.

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 of existing tabular generators: they mainly optimize distributional fidelity, but do…

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  1. 2026-09-16 04:00 · arXiv cs.LG
    Beyond Distribution Matching: Semantics-Consistent Tabular Diffusion with Weak Semantic Priors

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