Ishan Kukreti

Beyond Statistical Similarity: A Multidimensional Framework for Evaluating Synthetic Tabular Data

This research examines the quality of synthetic tabular datasets generated by two deep generative models, CTGAN and TVAE. The evaluation uses three benchmark datasets representing different application areas: Adult Income, Bank Marketing, and German Credit. The study goes beyond...