Manifold regularization and semi-supervised learning: some theoretical analyses.
Partha NiyogiPublished in: J. Mach. Learn. Res. (2013)
Keyphrases
- manifold regularization
- semi supervised learning
- semi supervised
- unlabeled data
- semi supervised classification
- labeled data
- supervised learning
- unsupervised learning
- learning problems
- training data
- active learning
- dimension reduction
- co training
- machine learning
- learning models
- multi view
- dimensionality reduction
- data mining
- reinforcement learning
- metric learning
- domain adaptation
- reproducing kernel hilbert space
- labeled and unlabeled data
- decision trees
- matrix completion