Fairness-aware training of face attribute classifiers via adversarial robustness.
Huimin ZengZhenrui YueZiyi KouYang ZhangLanyu ShangDong WangPublished in: Knowl. Based Syst. (2023)
Keyphrases
- training set
- training samples
- training examples
- test set
- labeled training data
- decision trees
- training data
- naive bayes
- classifier training
- face images
- human faces
- machine learning algorithms
- supervised learning
- supervised training
- trained classifiers
- svm classifier
- training process
- training stage
- training and testing data
- sufficient training data
- multi layer perceptron
- classification algorithm
- feature selection
- multi agent
- support vector
- attribute values
- feature space
- resource allocation
- rough sets
- learning algorithm
- boosted classifiers
- classification performances
- multi class
- linear svm
- training phase
- linear classifiers
- training dataset
- machine learning
- classification models
- object categories