Jean-Baptiste Oger

Synthsonic: Fast, Probabilistic modeling and Synthesis of Tabular Data

The creation of realistic, synthetic datasets has several purposes with growing demand in recent times, e.g. privacy protection and other cases where real data cannot be easily shared. A multitude of primarily neural networks (NNs), e.g. Generative Adversarial Networks (GANs) and Variational Autoenc…