Semi-supervised Learning with Density Based Distances
Avleen Singh BijralNathan D. RatliffNathan SrebroPublished in: CoRR (2012)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- unsupervised learning
- clustering algorithm
- training data
- active learning
- co training
- distance function
- manifold regularization
- learning models
- semi supervised classification
- label propagation
- labeled examples
- distance measure
- semi supervised learning algorithms
- improve the classification accuracy
- graph based semi supervised learning
- domain adaptation
- euclidean distance
- clustering method
- decision trees
- graph construction
- data sets
- text classification
- labeled and unlabeled data
- regularization framework