Convex space learning for tabular synthetic data generation

• Main Authors: Mahendra, Manjunath, Umesh, Chaithra, Bej, Saptarshi, Schultz, Kristian, Wolkenhauer, Olaf
• Format: Journal Article
• Language: English
• Published: 13.07.2024
• Subjects: Computer Science - Learning

Generating synthetic samples from the convex space of the minority class is a popular oversampling approach for imbalanced classification problems. Recently, deep-learning approaches have been successfully applied to modeling the convex space of minority samples. Beyond oversampling, learning the co...