The High Separation Probability Assumption for Semi-Supervised Learning.
Gao HuangChaoqun DuPublished in: IEEE Trans. Syst. Man Cybern. Syst. (2022)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- semi supervised classification
- active learning
- manifold regularization
- improve the classification accuracy
- label propagation
- co training
- graph based semi supervised learning
- learning problems
- unsupervised learning
- labeled examples
- labeled training data
- semi supervised learning algorithms
- training data
- learning models
- domain adaptation
- labeled and unlabeled data
- training and test data
- multi view learning
- generative model
- unlabeled samples
- multi view
- semi supervised learning methods
- knowledge discovery