On Convexity and Bounds of Fairness-aware Classification.
Yongkai WuLu ZhangXintao WuPublished in: WWW (2019)
Keyphrases
- feature vectors
- feature selection
- decision trees
- pattern recognition
- classification accuracy
- classification method
- machine learning
- pattern classification
- class labels
- benchmark datasets
- preprocessing
- classification process
- classification models
- machine learning algorithms
- support vector machine svm
- classification systems
- support vector
- lower bound
- feature space
- supervised classification
- generalization ability
- classification scheme
- classification rate
- unsupervised learning
- machine learning methods
- cross validation
- sample size
- text classification
- supervised learning
- support vector machine
- multi agent systems
- feature extraction
- learning algorithm