Unlabeled Data Help in Graph-Based Semi-Supervised Learning: A Bayesian Nonparametrics Perspective.
Daniel Sanz-AlonsoRuiyi YangPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- graph based semi supervised learning
- semi supervised learning
- unlabeled data
- semi supervised
- labeled data
- semi supervised learning methods
- label propagation
- co training
- supervised learning
- text categorization
- training data
- labeled examples
- unsupervised learning
- active learning
- machine learning
- semi supervised classification
- labeled and unlabeled data
- labeled training data
- training examples
- transfer learning
- learning models
- data points
- semi supervised learning algorithms
- prior knowledge
- text classification
- pairwise constraints
- multi instance
- multi view learning
- neural network
- support vector
- unlabeled samples
- object recognition
- pairwise
- multi label classification