A Generic Diffusion Kernel for Semi-supervised Learning.
Lei JiaShizhong LiaoPublished in: ISNN (1) (2008)
Keyphrases
- semi supervised learning
- kernel machines
- semi supervised
- unlabeled data
- multiple kernel learning
- labeled data
- unsupervised learning
- semi supervised classification
- supervised learning
- machine learning
- anisotropic diffusion
- active learning
- label propagation
- co training
- learning problems
- manifold regularization
- training data
- labeled and unlabeled data
- kernel function
- support vector
- kernel methods
- domain adaptation
- semi supervised learning algorithms
- kernel learning
- metric learning
- kernel matrix
- text classification
- graph based semi supervised learning
- graph laplacian
- supervised learning tasks
- graph construction
- data sets
- reproducing kernel hilbert space
- transfer learning
- multi view
- high dimensional
- pairwise
- data mining