Review: Synthetic Tabular Data Validation - From Fidelity to Fairness
Abstract
We review validation methods for synthetic tabular data, unifying metrics across fidelity, privacy, and fairness, and proposing a checklist for regulated use.
Cite this article
Horvat, K. & Moyo, B. (2025). Review: Synthetic Tabular Data Validation - From Fidelity to Fairness. Research Explorations in Global Knowledge & Technology (REGKT), 3 (7). Retrieved from https://regkt.com/article.php?id=144&slug=review-synthetic-tabular-data-validation-from-fidelity-to-fairness