AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning.
Zhiyu WuJinshi CuiPublished in: CoRR (2024)
Keyphrases
- semi supervised learning
- unlabeled data
- labeled data
- semi supervised
- co training
- semi supervised classification
- supervised learning
- labeled examples
- active learning
- labeled and unlabeled data
- manifold regularization
- machine learning
- training data
- semi supervised learning methods
- number of labeled examples
- labeled training data
- label propagation
- semi supervised learning algorithms
- learning problems
- supervised learning algorithms
- unsupervised learning
- training examples
- transfer learning
- unlabeled examples
- improve the classification accuracy
- unlabeled training data
- semi supervised clustering
- positive examples
- multi instance
- domain adaptation
- regularization framework
- learning models
- class labels
- multi view
- semisupervised learning
- pairwise constraints
- unlabeled samples
- multi view learning
- prior knowledge
- learning algorithm
- data sets