Semi-Supervised Learning With Label Proportion.
Ningzhao SunTingjin LuoWenzhang ZhugeHong TaoChenping HouDewen HuPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- semi supervised learning
- label propagation
- multi label classification
- semi supervised
- multi instance learning
- unlabeled data
- partially labeled
- labeled data
- machine learning
- supervised learning
- unlabeled instances
- training data
- semi supervised classification
- text categorization
- class labels
- learning problems
- unsupervised learning
- manifold regularization
- co training
- multi instance
- semi supervised learning algorithms
- graph based semi supervised learning
- multi label
- regularization framework
- labeled examples
- active learning
- discriminative models
- improve the classification accuracy
- label information
- semi supervised learning methods
- metric learning
- learning models
- pairwise
- graph transduction
- unlabeled samples
- graph construction
- labeled and unlabeled data
- domain adaptation
- multiple instance learning
- transfer learning
- text mining
- information extraction
- object recognition
- pattern recognition
- learning algorithm