Generate Synthetic Tabular Data with GANs

Explore the application of Generative Adversarial Networks (GANs) to create synthetic tabular data in this 1-hour 6-minute talk. Delve into the workings of GANs for synthetic data generation, with a focus on the latest Tabular GANs (TGANs) from 2019 to 2023. Examine experimental results, learn a valuable tip for enhancing TGAN performance, and engage in discussions about experiences and insights. Gain a comprehensive understanding of how this cutting-edge technology can be leveraged for tabular data synthesis, expanding beyond the more common image and text applications of generative AI.

Generate Synthetic Tabular Data with GANs