Semi-supervised nonlinear dimensionality reduction.
Xin YangHaoying FuHongyuan ZhaJesse L. BarlowPublished in: ICML (2006)
Keyphrases
- nonlinear dimensionality reduction
- semi supervised
- manifold learning
- diffusion maps
- semi supervised learning
- pairwise
- subspace learning
- dimensionality reduction
- unlabeled data
- active learning
- labeled data
- unsupervised learning
- high dimensional data
- low dimensional
- supervised learning
- maximum variance unfolding
- metric learning
- locally linear embedding
- multi view
- data points
- geodesic distance
- range images
- similarity measure