Hyeryung Jang

MSTabVAE: Multi-Step Latent Conditional Variational Autoencoder for Imbalanced Tabular Data Synthesis

Recent advances in artificial intelligence have expanded its applications in the financial domain, particularly in fraud detection, a critical task for preventing losses for both customers and institutions. However, fraud detection is challenging due to severe class imbalance, which significantly degrades detection per...