Robust deep semi-supervised learning with label propagation and differential privacy.
Zhicong YanShenghong LiZhongli DuanYuanyuan ZhaoPublished in: Frontiers Comput. Sci. (2023)
Keyphrases
- semi supervised learning
- label propagation
- differential privacy
- semi supervised
- labeled data
- graph based semi supervised learning
- unlabeled data
- semi supervised learning algorithms
- supervised learning
- unsupervised learning
- co training
- label propagation algorithm
- active learning
- semi supervised classification
- transfer learning
- spectral clustering
- text categorization
- machine learning
- pairwise constraints
- graph construction
- training data
- real world
- community detection
- multi label classification
- metric learning
- data sets
- labeled examples
- class labels
- model selection
- semi supervised learning methods