MaxMatch: Semi-Supervised Learning with Worst-Case Consistency.
Yangbangyan JiangXiaodan LiYuefeng ChenYuan HeQianqian XuZhiyong YangXiaochun CaoQingming HuangPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- worst case
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- supervised learning
- machine learning
- semi supervised classification
- lower bound
- upper bound
- semi supervised learning algorithms
- label propagation
- labeled examples
- learning problems
- np hard
- manifold regularization
- co training
- training data
- pattern recognition
- active learning
- learning models
- regularization framework
- semi supervised learning methods
- graph based semi supervised learning
- decision trees
- real world
- similarity measure
- pairwise