Keyphrases
- sample complexity
- multi view learning
- semi supervised
- unlabeled data
- supervised learning
- active learning
- semi supervised learning
- labeled data
- learning problems
- training examples
- co training
- learning algorithm
- labeled examples
- multi view
- labeled and unlabeled data
- generalization error
- pairwise
- unlabeled samples
- theoretical analysis
- unsupervised learning
- transfer learning
- training set
- semi supervised classification
- lower bound
- class labels
- machine learning
- learning tasks
- upper bound
- data mining
- training data
- text categorization
- pairwise constraints
- positive examples
- multiple instance learning
- prior knowledge
- training samples
- special case
- label information
- random sampling
- feature vectors
- three dimensional
- feature selection
- metric learning
- gaussian process
- model selection
- learning process
- learning experience
- machine learning algorithms
- data points
- text classification