SERBoost: Semi-supervised Boosting with Expectation Regularization.
Amir SaffariHelmut GrabnerHorst BischofPublished in: ECCV (3) (2008)
Keyphrases
- semi supervised
- kernel machines
- manifold regularization
- regularization framework
- partially labeled data
- boosting framework
- semi supervised learning
- semisupervised learning
- early stopping
- semi supervised classification
- unlabeled data
- multi view learning
- labeled data
- active learning
- supervised learning
- labeled and unlabeled data
- kernel ridge regression
- multi view
- metric learning
- pairwise constraints
- batch mode
- pairwise
- gradient boosting
- unsupervised learning
- learning algorithm
- co training
- ensemble learning
- label propagation
- weak learners
- machine learning
- regularization parameter
- subspace learning
- labeled examples
- ensemble methods
- feature selection
- unlabeled samples
- data dependent
- weak classifiers
- regularization term
- combining multiple
- base classifiers
- data sets