Federated Semi-Supervised Learning with Prototypical Networks.
Woojung KimKeondo ParkKihyuk SohnRaphael ShuHyung-Sin KimPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- machine learning
- semi supervised classification
- supervised learning
- unsupervised learning
- graph based semi supervised learning
- learning problems
- manifold regularization
- active learning
- co training
- semi supervised learning algorithms
- improve the classification accuracy
- label propagation
- regularization framework
- training data
- transfer learning
- learning models
- domain adaptation
- semi supervised learning methods
- network structure
- unlabeled samples
- labeled examples
- social networks
- pattern recognition
- feature extraction
- information retrieval