Tabular Imbalanced Learning: A Survey, Benchmark, and Practical Guide

Ruizhe Liu, Jiaqi Luo

Imbalanced learning remains a fundamental challenge in tabular data applications. Despite decades of research and numerous proposed methods, there is still limited systematic under…