Spectral methods for semi-supervised manifold learning.
Zhenyue ZhangHongyuan ZhaMin ZhangPublished in: CVPR (2008)
Keyphrases
- manifold learning
- spectral methods
- semi supervised
- semi supervised learning
- labeled data
- subspace learning
- active learning
- pairwise
- supervised learning
- unsupervised learning
- unlabeled data
- semi supervised classification
- metric learning
- pairwise constraints
- low rank
- label information
- labeled and unlabeled data
- dimensionality reduction
- graph construction
- dimension reduction
- label propagation
- gaussian process
- data mining
- linear combination
- learning algorithm