Generalization performance of magnitude-preserving semi-supervised ranking with graph-based regularization.
Zhibin PanXinge YouHong ChenDacheng TaoBaochuan PangPublished in: Inf. Sci. (2013)
Keyphrases
- semi supervised
- regularization framework
- manifold regularization
- semi supervised learning
- label propagation
- labeled data
- semi supervised dimensionality reduction
- unlabeled data
- kernel machines
- multi view learning
- active learning
- web search
- pairwise
- link analysis
- semi supervised classification
- multi view
- ranking functions
- supervised learning
- graph construction
- semi supervised clustering
- labeled and unlabeled data
- ranking algorithm
- unsupervised learning
- learning to rank
- bipartite ranking
- rank aggregation
- regularization parameter
- graph model
- text mining
- semi supervised learning algorithms
- metric learning
- pairwise constraints
- co training
- image details
- machine learning
- high dimensional
- information retrieval