Improved Generalization in Semi-Supervised Learning: A Survey of Theoretical Results.
Alexander MeyMarco LoogPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2023)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- semi supervised classification
- unsupervised learning
- machine learning
- label propagation
- supervised learning
- training data
- co training
- active learning
- transfer learning
- manifold regularization
- learning problems
- improve the classification accuracy
- regularization framework
- semi supervised learning algorithms
- graph based semi supervised learning
- graph construction
- unlabeled samples
- learning models
- labeled examples
- domain adaptation
- labeled and unlabeled data
- real world
- natural language processing
- learning algorithm
- graph transduction