Semi-Supervised Learning on a Budget: Scaling Up to Large Datasets.
Sandra EbertMario FritzBernt SchielePublished in: ACCV (1) (2012)
Keyphrases
- semi supervised learning
- uci datasets
- semi supervised
- instance selection
- unlabeled data
- uci machine learning repository
- labeled data
- weakly labeled data
- supervised learning
- semi supervised learning methods
- unsupervised learning
- machine learning
- manifold regularization
- active learning
- semi supervised classification
- training data
- graph based semi supervised learning
- label propagation
- learning models
- co training
- labeled examples
- labeled and unlabeled data
- improve the classification accuracy
- multiple instance learning
- semi supervised learning algorithms
- regularization framework
- data points
- multi view learning
- domain adaptation
- data sets