Shaoxun Xu

T-distributed Spherical Feature Representation for Imbalanced Classification

Real-world classification tasks often show an extremely imbalanced problem. The extreme imbalance will cause a strong bias that the decision boundary of the classifier is completely dominated by the categories with abundant samples, which are also called the head categories. Current methods have all…