Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning.
Xiaojin ZhuJaz S. KandolaZoubin GhahramaniJohn D. LaffertyPublished in: NIPS (2004)
Keyphrases
- semi supervised learning
- graph kernels
- label propagation
- semi supervised
- kernel machines
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- machine learning
- co training
- structured data
- training data
- gaussian processes
- labeled and unlabeled data
- learning problems
- kernel methods
- labeled examples
- transfer learning
- decision trees
- learning models
- active learning
- data representation
- learning tasks
- label information
- class labels