Error Analysis of Laplacian Eigenmaps for Semi-supervised Learning.
Xueyuan ZhouNathan SrebroPublished in: AISTATS (2011)
Keyphrases
- error analysis
- semi supervised learning
- semi supervised
- manifold learning
- graph laplacian
- nonlinear dimensionality reduction
- unlabeled data
- manifold structure
- labeled data
- least squares
- unsupervised learning
- kernel pca
- semi supervised classification
- supervised learning
- machine learning
- active learning
- training data
- label propagation
- dimensionality reduction
- transfer learning
- labeled and unlabeled data
- co training
- pairwise
- training set
- pattern recognition
- graph construction
- multiple kernel learning
- knn
- probabilistic model
- multi view
- latent space
- low dimensional
- clustering algorithm