Targeted synthetic data generation for tabular data via hardness characterization

Tommaso Ferracci, Leonie Tabea Goldmann, Anton Hinel +1

Data augmentation via synthetic data generation has been shown to be effective in improving model performance and robustness in the context of scarce or low-quality data. Using the…