Semi-supervised Gaussian process latent variable model with pairwise constraints.
Xiumei WangXinbo GaoYuan YuanDacheng TaoJie LiPublished in: Neurocomputing (2010)
Keyphrases
- pairwise constraints
- semi supervised
- gaussian process latent variable models
- latent space
- semi supervised clustering
- semi supervised learning
- pairwise
- gaussian process
- unlabeled data
- manifold learning
- labeled data
- generative model
- supervised learning
- spectral clustering
- active learning
- metric learning
- distance metric
- unsupervised learning
- data sets
- high dimensional
- document clustering
- low dimensional
- decision boundary
- loss function
- data representation
- multi class
- principal component analysis
- reinforcement learning
- face recognition