Alpha-Loss

Official repository for 'A Tunable Loss Function for Robust Classification: Calibration, Landscape, and Generalization'. Link to the paper

Noisy Binary

Folder includes scripts that run multiple experiments for symmetric label noise in predetermined binary classes in MNIST, FMNIST, and CIFAR10

Imbalance Binary

Folder includes scripts that run multiple experiments for imbalance of training examples in predetermined binary classes for FMNSIT and CIFAR10

Noisy MultiClass

Folder includes scripts that run multiple experiments for symmetric label noise in all 10 classes for MNIST, FMNIST, and CIFAR10