USB: A Unified Semi-supervised Learning Benchmark.
Yidong WangHao ChenYue FanWang SunRan TaoWenxin HouRenjie WangLinyi YangZhi ZhouLan-Zhe GuoHeli QiZhen WuYu-Feng LiSatoshi NakamuraWei YeMarios SavvidesBhiksha RajTakahiro ShinozakiBernt SchieleJindong WangXing XieYue ZhangPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- active learning
- unsupervised learning
- learning problems
- machine learning
- graph based semi supervised learning
- semi supervised classification
- co training
- improve the classification accuracy
- labeled examples
- manifold regularization
- training data
- label propagation
- labeled and unlabeled data
- real world
- learning models
- transfer learning
- graph construction
- regularization framework
- semi supervised learning methods
- pattern recognition
- opinion detection
- metric learning
- data sets
- prior knowledge
- semi supervised learning algorithms
- feature selection
- graph transduction