Federated Semi-Supervised Learning with Annotation Heterogeneity.
Xinyi ShangGang HuangYang LuJian LouBo HanYiu-ming CheungHanzi WangPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- active learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- training data
- semi supervised classification
- graph based semi supervised learning
- manifold regularization
- unsupervised learning
- learning problems
- image annotation
- image retrieval
- data sources
- semi supervised learning algorithms
- co training
- regularization framework
- text categorization
- label propagation
- training set
- improve the classification accuracy
- labeled and unlabeled data
- learning algorithm
- semi supervised clustering
- labeled examples
- domain adaptation
- metric learning
- learning models
- multi view