Benchmarking Deep AUROC Optimization: Loss Functions and Algorithmic Choices.
Dixian ZhuXiaodong WuTianbao YangPublished in: CoRR (2022)
Keyphrases
- loss function
- risk minimization
- loss minimization
- pairwise
- support vector
- learning to rank
- squared error
- logistic regression
- coordinate descent method
- empirical risk
- optimization method
- boosting algorithms
- optimization methods
- hinge loss
- update rules
- square loss
- convex loss functions
- reproducing kernel hilbert space