Active semi-supervised learning based on self-expressive correlation with generative adversarial networks.
Xiaoyu ZhangHaichao ShiXiaobin ZhuPeng LiPublished in: Neurocomputing (2019)
Keyphrases
- semi supervised learning
- unsupervised learning
- semi supervised
- discriminative models
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- generative model
- manifold regularization
- training data
- co training
- label propagation
- active learning
- semisupervised learning
- semi supervised learning algorithms
- machine learning
- graph based semi supervised learning
- transfer learning
- domain adaptation
- improve the classification accuracy
- network structure
- regularization framework
- social networks
- pairwise
- data mining
- semi supervised learning methods
- decision trees
- pattern recognition
- multi view
- labeled and unlabeled data
- metric learning
- network analysis
- learning models
- complex networks