Leveraging Local Variance for Pseudo-Label Selection in Semi-supervised Learning.
Zeping MinJinfeng BaiChengfei LiPublished in: AAAI (2024)
Keyphrases
- semi supervised learning
- label propagation
- semi supervised
- unlabeled data
- labeled data
- multi instance learning
- multi label classification
- semi supervised classification
- unsupervised learning
- machine learning
- supervised learning
- partially labeled
- co training
- class labels
- text categorization
- training data
- multi label
- instance selection
- learning models
- transfer learning
- manifold regularization
- active learning
- graph based semi supervised learning
- labeled examples
- improve the classification accuracy
- unlabeled instances
- domain adaptation
- regularization framework
- label information
- decision trees
- graph construction
- labeled and unlabeled data
- semi supervised learning methods
- information extraction