Semi-Supervised Logistic Discrimination Via Graph-Based Regularization.
Shuichi KawanoToshihiro MisumiSadanori KonishiPublished in: Neural Process. Lett. (2012)
Keyphrases
- semi supervised
- regularization framework
- manifold regularization
- semi supervised learning
- semi supervised dimensionality reduction
- multi view learning
- kernel machines
- label propagation
- labeled data
- supervised learning
- unlabeled data
- semi supervised classification
- active learning
- multi view
- manifold learning
- pairwise
- logistic regression
- unsupervised learning
- co training
- pairwise constraints
- regularization parameter
- semi supervised learning methods
- semi supervised learning algorithms
- feature selection
- semi supervised clustering
- data sets
- graph construction
- low rank
- graph based semi supervised learning
- unlabeled samples
- label information
- data dependent
- regularization term
- prior information