Regularization and Semi-supervised Learning on Large Graphs.
Mikhail BelkinIrina MatveevaPartha NiyogiPublished in: COLT (2004)
Keyphrases
- semi supervised learning
- regularization framework
- graph construction
- manifold regularization
- semi supervised
- unlabeled data
- labeled data
- multi view learning
- supervised learning
- semi supervised classification
- machine learning
- graph based semi supervised learning
- unsupervised learning
- learning problems
- training data
- co training
- kernel machines
- semi supervised learning methods
- learning models
- transfer learning
- domain adaptation
- label propagation
- graph laplacian
- active learning
- metric learning
- weighted graph
- unlabeled samples
- multi view
- semi supervised learning algorithms
- k nearest neighbor
- dimensionality reduction