Towards a framework on tabular synthetic data generation: a minimalist approach: theory, use cases, and limitations

Yueyang Shen, Agus Sudjianto, Arun Prakash R +5

We propose and study a minimalist approach towards synthetic tabular data generation. The model consists of a minimalistic unsupervised SparsePCA encoder (with contingent clusterin…