Fairness Constraints in Semi-supervised Learning.
Tao ZhangTianqing ZhuMengde HanJing LiWanlei ZhouPhilip S. YuPublished in: CoRR (2020)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- semi supervised clustering
- supervised learning
- semi supervised classification
- machine learning
- co training
- unsupervised learning
- active learning
- learning problems
- learning models
- manifold regularization
- labeled examples
- label propagation
- improve the classification accuracy
- semi supervised learning methods
- training data
- semi supervised learning algorithms
- graph based semi supervised learning
- regularization framework
- pair wise constraints
- constrained clustering
- bayesian networks
- maximum likelihood
- text classification
- principal component analysis
- data analysis
- feature selection