Distributed Semi-Supervised Learning With Consensus Consistency on Edge Devices.
Hao-Rui ChenLei YangXinglin ZhangJiaxing ShenJiannong CaoPublished in: IEEE Trans. Parallel Distributed Syst. (2024)
Keyphrases
- semi supervised learning
- semi supervised
- labeled data
- unlabeled data
- supervised learning
- semi supervised classification
- unsupervised learning
- machine learning
- learning problems
- label propagation
- active learning
- co training
- training data
- semi supervised learning algorithms
- manifold regularization
- learning models
- transfer learning
- labeled and unlabeled data
- domain adaptation
- semi supervised learning methods
- regularization framework
- information retrieval
- data mining
- prior knowledge
- labeled examples
- maximum likelihood
- computer vision
- metric learning
- weighted graph
- improve the classification accuracy
- decision trees
- graph based semi supervised learning