Maxime Dumas

Row Conditional-TGAN for Generating Synthetic Relational Databases

Besides reproducing tabular data properties of standalone tables, synthetic relational databases also require modeling the relationships between related tables. In this paper, we propose the Row Conditional–Tabular Generative Adversarial Network (RC-TGAN), a novel generative adversarial network (GAN…