Bias-tolerant Fair Classification.
Yixuan ZhangFeng ZhouZhidong LiYang WangFang ChenPublished in: ACML (2021)
Keyphrases
- pattern recognition
- object classification
- classification process
- classification systems
- classification method
- automatic classification
- feature vectors
- classification accuracy
- pattern classification
- decision rules
- cross validation
- support vector machine svm
- training samples
- text classification
- supervised learning
- incremental learning
- classification models
- classification scheme
- benchmark data sets
- automated classification
- class labels
- machine learning
- machine learning algorithms
- image classification
- preprocessing
- decision trees
- machine learning methods
- support vector machine
- cost sensitive
- training set
- feature space
- object recognition
- classification rate
- feature extraction
- decision boundary
- genetic algorithm