Federated Active Semi-Supervised Learning With Communication Efficiency.
Chen ZhangYu XieHang BaiXiongwei HuBin YuYuan GaoPublished in: IEEE Trans. Syst. Man Cybern. Syst. (2023)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- co training
- training data
- machine learning
- semi supervised classification
- manifold regularization
- active learning
- transfer learning
- learning problems
- learning models
- label propagation
- improve the classification accuracy
- labeled and unlabeled data
- graph construction
- learning algorithm
- labeled examples
- regularization framework
- graph based semi supervised learning
- opinion detection
- transductive support vector machine
- domain adaptation
- metric learning
- data points
- feature space
- information retrieval