Semi-supervised Learning of a Markovian Metric.
Avleen Singh BijralManuel E. LladserGregory Z. GrudicPublished in: SDM (2008)
Keyphrases
- semi supervised learning
- semi supervised
- metric learning
- unlabeled data
- labeled data
- supervised learning
- machine learning
- unsupervised learning
- semi supervised classification
- learning problems
- labeled examples
- training data
- label propagation
- graph based semi supervised learning
- distance metric
- transfer learning
- active learning
- distance function
- manifold regularization
- co training
- learning tasks
- semi supervised learning methods
- improve the classification accuracy
- regularization framework
- domain adaptation
- nearest neighbor
- data sets
- unlabeled samples
- feature space
- labeled and unlabeled data
- multi view
- learning models