Semi-supervised Learning on Directed Graphs.
Dengyong ZhouBernhard SchölkopfThomas HofmannPublished in: NIPS (2004)
Keyphrases
- directed graph
- semi supervised learning
- semi supervised
- unlabeled data
- random walk
- labeled data
- machine learning
- training data
- unsupervised learning
- semi supervised classification
- directed acyclic graph
- supervised learning
- active learning
- learning models
- manifold regularization
- undirected graph
- label propagation
- improve the classification accuracy
- transfer learning
- graph structure
- co training
- unlabeled samples
- graph based semi supervised learning
- labeled and unlabeled data
- edge weights
- domain adaptation
- markov chain
- pairwise
- e learning
- feature selection