Properly-weighted graph Laplacian for semi-supervised learning.
Jeff CalderDejan SlepcevPublished in: CoRR (2018)
Keyphrases
- graph laplacian
- semi supervised learning
- manifold structure
- unlabeled data
- labeled and unlabeled data
- semi supervised
- weighted graph
- labeled data
- kernel machines
- machine learning
- supervised learning
- co training
- unsupervised learning
- random walk
- labeled examples
- training data
- semi supervised classification
- learning problems
- euclidean space
- label propagation
- transfer learning
- spectral analysis
- learning models
- prior knowledge
- decision trees
- multiple kernel learning
- domain adaptation
- spectral clustering
- basis functions
- active learning
- linear combination
- multi view
- feature selection
- data sets