Semi-supervised learning by selective training with pseudo labels via confidence estimation.
Masato IshiiPublished in: CoRR (2021)
Keyphrases
- semi supervised learning
- weakly labeled data
- supervised learning
- label propagation
- unlabeled data
- labeled data
- labeled examples
- number of labeled examples
- semi supervised
- training examples
- labeled instances
- training data
- unlabeled examples
- labeled training data
- training set
- multi label classification
- multi instance learning
- active learning
- class labels
- machine learning
- unsupervised learning
- semi supervised classification
- partially labeled
- unlabeled samples
- co training
- unlabeled instances
- covariate shift
- training samples
- labeled samples
- multi instance
- label information
- partially labeled data
- graph based semi supervised learning
- text categorization
- manifold regularization
- transfer learning
- multi label
- pairwise
- supervised classifiers
- semi supervised learning algorithms
- learning algorithm
- labeled and unlabeled data
- decision trees
- training instances
- semi supervised learning methods
- feature selection
- metric learning
- multi view
- text classification