TabSCM: A practical Framework for Generating Realistic Tabular Data
arXiv:2604.22337v1 Announce Type: new
Abstract: Most tabular-data generators match marginal statistics yet ignore causal structure, leading downstream models to learn spurious or unfair patterns. We present TabSCM, a mixed-type generator that preserve…