Active Semi-Supervised Learning using Submodular Functions.
Andrew GuilloryJeff A. BilmesPublished in: UAI (2011)
Keyphrases
- semi supervised learning
- supervised and unsupervised learning
- submodular functions
- semi supervised
- unlabeled data
- labeled data
- learning problems
- unsupervised learning
- supervised learning
- co training
- greedy algorithm
- facility location problem
- training data
- semi supervised classification
- text categorization
- manifold regularization
- active learning
- machine learning
- semi supervised learning algorithms
- graph based semi supervised learning
- label propagation
- transfer learning
- labeled and unlabeled data
- learning tasks
- higher order
- image processing
- learning algorithm