TABULARGAN Procedure
References
Gulrajani, I., Ahmed, F., Arjovsky, M., Dumoulin, V., and Courville, A. (2017). “Improved Training of Wasserstein GANs.” In Proceedings of the 31st International Conference on Neural Information Processing Systems, 5769–5779. https://proceedings.neurips.cc/paper/2017/file/892c3b1c6dccd52936e27cbd0ff683d6-Paper.pdf.
Torfi, A., and Fox, E. A. (2020). “CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records.” Accepted to be published in the 33rd International FLAIRS Conference, AI in Healthcare Informatics. https://arxiv.org/abs/2001.09346.
Xu, L., Skoularidou, M., Cuesta-Infante, A., and Veeramachaneni, K. (2019). “Modeling Tabular Data Using Conditional GAN.” In Neural Information Processing Systems (NeurIPS). https://papers.nips.cc/paper/2019/file/254ed7d2de3b23ab10936522dd547b78-Paper.pdf.