Neural Collapse for Cross-entropy Class-Imbalanced Learning with Unconstrained ReLU Feature Model

Hien Dang, Tho Tran, Tan Nguyen +1

The current paradigm of training deep neural networks for classification tasks includes minimizing the empirical risk that pushes the training loss value towards zero, even after t…