On Non-Random Missing Labels in Semi-Supervised Learning.
Xinting HuYulei NiuChunyan MiaoXian-Sheng HuaHanwang ZhangPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- label propagation
- unlabeled data
- semi supervised
- multi label classification
- training data
- multi instance learning
- labeled examples
- labeled data
- unlabeled examples
- unlabeled samples
- partially labeled
- semi supervised classification
- supervised classifiers
- text categorization
- class labels
- supervised learning
- machine learning
- weakly labeled data
- pairwise
- manifold regularization
- unsupervised learning
- labeled samples
- co training
- label information
- graph based semi supervised learning
- missing data
- multi label
- active learning
- multi instance
- semi supervised learning algorithms
- text classification
- learning models
- unlabeled instances
- pairwise constraints
- prior knowledge
- data sets
- labeled training data
- learning algorithm
- knowledge discovery
- training examples
- multiple instance learning
- transfer learning