Bayesian Generative Adversarial Networks via Gaussian Approximation for Tabular Data Synthesis

Bahrul Ilmi Nasution, Mark Elliot, Richard Allmendinger

Generative Adversarial Networks (GAN) have been used in many studies to synthesise mixed tabular data. Conditional tabular GAN (CTGAN) have been the most popular variant but strugg…