MarginMatch: Improving Semi-Supervised Learning with Pseudo-Margins.
Tiberiu SoseaCornelia CarageaPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- unsupervised learning
- co training
- machine learning
- learning problems
- training data
- active learning
- manifold regularization
- labeled examples
- semi supervised learning methods
- improve the classification accuracy
- learning models
- label propagation
- graph based semi supervised learning
- transfer learning
- labeled and unlabeled data
- generalization error
- data sets
- graph construction
- training set
- regularization framework
- multi view
- similarity measure
- real world