Towards Semi-supervised Learning with Non-random Missing Labels.
Yue DuanZhen ZhaoLei QiLuping ZhouLei WangYinghuan ShiPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- label propagation
- semi supervised
- multi label classification
- unlabeled data
- training data
- labeled examples
- unlabeled examples
- multi instance learning
- labeled data
- partially labeled
- unlabeled samples
- supervised learning
- unsupervised learning
- text categorization
- weakly labeled data
- semi supervised classification
- supervised classifiers
- class labels
- machine learning
- co training
- active learning
- learning models
- multi label
- missing data
- semi supervised learning algorithms
- training examples
- label information
- graph based semi supervised learning
- multi instance
- manifold regularization
- labeled samples
- transfer learning
- pairwise
- unlabeled instances
- labeled and unlabeled data
- missing values
- labeled instances
- opinion detection
- semi supervised learning methods
- decision trees
- object recognition
- training set
- knn
- graph construction
- semi supervised clustering
- maximum likelihood
- incomplete data