Active Tabular Augmentation via Policy-Guided Diffusion Inpainting

Zheyu Zhang, Shuo Yang, Bardh Prenkaj +1

Generative tabular augmentation is appealing in data-scarce domains, yet the prevailing focus on distributional fidelity does not reliably translate into better downstream models.…