Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints.
Yao YaoQihang LinTianbao YangPublished in: AISTATS (2023)
Keyphrases
- stochastic methods
- constrained optimization
- optimization methods
- roc curve
- receiver operating characteristic
- class distribution
- logistic regression
- classification accuracy
- model selection
- feature selection
- decision trees
- optimization problems
- naive bayes
- neural network
- evolutionary algorithm
- optimization method
- artificial neural networks
- training set
- training data
- face recognition