Semi-supervised learning with regularized Laplacian.
Konstantin AvrachenkovPavel Yu. ChebotarevAlexey MisheninPublished in: Optim. Methods Softw. (2017)
Keyphrases
- semi supervised learning
- regularization framework
- graph laplacian
- unlabeled data
- semi supervised
- labeled data
- supervised learning
- unsupervised learning
- labeled and unlabeled data
- semi supervised classification
- least squares
- machine learning
- training data
- manifold regularization
- learning models
- label propagation
- learning problems
- co training
- improve the classification accuracy
- transfer learning
- text classification
- manifold structure
- active learning
- graph based semi supervised learning
- domain adaptation
- graph construction
- image segmentation
- data sets
- knowledge discovery
- semi supervised learning methods