Regression Augmentation With Data-Driven Segmentation

Shayan Alahyari, Shiva Mehdipour Ghobadlou, Mike Domaratzki

Imbalanced regression arises when the target distribution is skewed, causing models to focus on dense regions and struggle with underrepresented (minority) samples. Despite its rel…