On Non-Random Missing Labels in Semi-Supervised Learning.
Xinting HuYulei NiuChunyan MiaoXian-Sheng HuaHanwang ZhangPublished in: ICLR (2022)
Keyphrases
- semi supervised learning
- label propagation
- semi supervised
- unlabeled data
- training data
- multi label classification
- labeled examples
- labeled data
- multi instance learning
- unlabeled examples
- unlabeled samples
- partially labeled
- supervised learning
- weakly labeled data
- supervised classifiers
- unsupervised learning
- text categorization
- active learning
- manifold regularization
- semi supervised classification
- training examples
- class labels
- co training
- machine learning
- missing data
- graph based semi supervised learning
- labeled samples
- pairwise constraints
- multi instance
- pairwise
- multi label
- unlabeled instances
- decision trees
- graph construction
- label information
- learning models
- missing values
- transfer learning
- semi supervised learning algorithms
- labeled instances
- domain adaptation
- labeled and unlabeled data
- training set
- information retrieval