Generative Modeling for Tabular Data via Penalized Optimal Transport Network

no code implementations • 16 Feb 2024 • Wenhui Sophia Lu, Chenyang Zhong, Wing Hung Wong

To this end, we propose POTNet (Penalized Optimal Transport Network), a generative deep neural network based on a novel, robust, and interpretable marginally-penalized Wasserstein (MPW) loss.

Generative Adversarial Network Synthetic Data Generation