Semi-supervised learning: When and why it works.
Alejandro CholaquidisRicardo FraimanMariela SuedPublished in: CoRR (2018)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- semi supervised classification
- co training
- manifold regularization
- machine learning
- improve the classification accuracy
- labeled examples
- semi supervised learning algorithms
- active learning
- learning problems
- label propagation
- graph based semi supervised learning
- training data
- transfer learning
- labeled and unlabeled data
- regularization framework
- learning algorithm
- domain adaptation
- text classification
- knn
- semi supervised clustering
- graph construction
- computer vision
- semi supervised learning methods
- information retrieval
- data sets