Towards Safe Semi-Supervised Learning for Multivariate Performance Measures.
Yu-Feng LiJames T. KwokZhi-Hua ZhouPublished in: AAAI (2016)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- unsupervised learning
- learning problems
- label propagation
- active learning
- co training
- improve the classification accuracy
- semi supervised learning algorithms
- learning models
- training data
- manifold regularization
- regularization framework
- graph based semi supervised learning
- labeled and unlabeled data
- semi supervised classification
- transfer learning
- data sets
- text classification
- feature space
- domain adaptation
- semi supervised learning methods
- computer vision
- data mining