Revisiting Consistency Regularization for Semi-supervised Learning.
Yue FanAnna KuklevaBernt SchielePublished in: GCPR (2021)
Keyphrases
- semi supervised learning
- regularization framework
- manifold regularization
- semi supervised
- unlabeled data
- multi view learning
- labeled data
- supervised learning
- unsupervised learning
- semi supervised classification
- training data
- kernel machines
- machine learning
- learning problems
- graph laplacian
- learning models
- label propagation
- active learning
- labeled and unlabeled data
- co training
- improve the classification accuracy
- semi supervised learning algorithms
- transfer learning
- semi supervised learning methods
- text mining
- prior knowledge
- pairwise