MaxMatch: Semi-Supervised Learning With Worst-Case Consistency.
Yangbangyan JiangXiaodan LiYuefeng ChenYuan HeQianqian XuZhiyong YangXiaochun CaoQingming HuangPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2023)
Keyphrases
- semi supervised learning
- worst case
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- learning problems
- upper bound
- machine learning
- co training
- unsupervised learning
- manifold regularization
- active learning
- regularization framework
- label propagation
- graph based semi supervised learning
- learning models
- labeled examples
- lower bound
- semi supervised learning methods
- training data
- transfer learning
- improve the classification accuracy
- np hard
- semi supervised learning algorithms
- data sets
- labeled and unlabeled data
- feature selection
- decision trees
- image segmentation
- learning environment
- text classification
- multi class