Semi-supervised Learning by Higher Order Regularization.
Xueyuan ZhouMikhail BelkinPublished in: AISTATS (2011)
Keyphrases
- semi supervised learning
- higher order
- regularization framework
- manifold regularization
- semi supervised
- multi view learning
- unlabeled data
- pairwise
- labeled data
- semi supervised classification
- supervised learning
- high order
- unsupervised learning
- natural images
- label propagation
- markov random field
- active learning
- machine learning
- learning problems
- co training
- training data
- semi supervised learning algorithms
- graph laplacian
- graph based semi supervised learning
- labeled and unlabeled data
- conditional random fields
- transfer learning
- domain adaptation
- multi view
- learning models
- generative model
- support vector