A standard GAN is used to balance a financial dataset, and the paper reports small accuracy improvements over traditional sampling methods, though without sufficient experimental support.
Design of a Personal Credit Risk Prediction Model and Legal Prevention of Financial Risks,
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Leveraging Generative Adversarial Networks for Addressing Data Imbalance in Financial Market Supervision
A standard GAN is used to balance a financial dataset, and the paper reports small accuracy improvements over traditional sampling methods, though without sufficient experimental support.