Semi-supervised Learning with Easy Labeled Data via Impartial Labeled Set Extension.
Xuan HanMingyu YouWanjing MaPublished in: MCGE@MM (2023)
Keyphrases
- semi supervised learning
- labeled data
- unlabeled data
- semi supervised
- supervised learning
- labeled examples
- training data
- labeled training data
- semi supervised classification
- unlabeled examples
- co training
- machine learning
- transfer learning
- text classification
- active learning
- domain adaptation
- label propagation
- semi supervised learning methods
- labeled and unlabeled data
- positive examples
- learning algorithm
- unsupervised learning
- learning problems
- data points
- semi supervised learning algorithms
- text categorization
- unlabeled samples
- prior knowledge
- abundant unlabeled data
- unlabeled documents
- class labels
- pairwise constraints
- unlabeled instances
- training and test data
- labeled instances
- feature selection
- number of labeled examples
- training set
- object recognition
- pairwise
- knowledge discovery
- learning models