Effective Semi-supervised Learning Based on Local Correlation.
Xiaoyu ZhangShupeng WangXin JinXiaobin ZhuBinbin LiPublished in: ICCS (3) (2018)
Keyphrases
- semi supervised learning
- semi supervised
- labeled data
- unlabeled data
- machine learning
- supervised learning
- training data
- semi supervised classification
- learning problems
- active learning
- co training
- unsupervised learning
- graph based semi supervised learning
- improve the classification accuracy
- labeled examples
- learning models
- pairwise
- transfer learning
- label propagation
- regularization framework
- manifold regularization
- metric learning
- data points
- labeled and unlabeled data
- high dimensional
- graph construction
- semi supervised learning algorithms
- decision trees