A tabular data generation framework guided by downstream tasks optimization
Fengwei Jia,
Hongli Zhu,
Fengyuan Jia
et al.
Abstract:Recently, generative models have been gradually emerging into the extended dataset field, showcasing their advantages. However, when it comes to generating tabular data, these models often fail to satisfy the constraints of numerical columns, which cannot generate high-quality datasets that accurately represent real-world data and are suitable for the intended downstream applications. Responding to the challenge, we propose a tabular data generation framework guided by downstream task optimization (TDGGD). It … Show more
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