Fairness-aware Classification: Criterion, Convexity, and Bounds.
Yongkai WuLu ZhangXintao WuPublished in: CoRR (2018)
Keyphrases
- feature extraction
- pattern recognition
- feature vectors
- decision trees
- classification scheme
- classification accuracy
- classification models
- upper bound
- pattern classification
- image classification
- supervised classification
- feature space
- support vector machine
- classification algorithm
- feature selection
- classification systems
- selection criterion
- model selection
- high dimensional
- support vector
- machine learning
- support vector machine svm
- resource allocation
- worst case
- supervised learning
- classification rate
- face recognition
- lower and upper bounds