Learning with Augmented Class by Exploiting Unlabeled Data.
Qing DaYang YuZhi-Hua ZhouPublished in: AAAI (2014)
Keyphrases
- unlabeled data
- supervised learning
- learning algorithm
- active learning
- positive examples
- semi supervised learning
- labeled and unlabeled data
- semi supervised
- labeled data
- co training
- training data
- prior knowledge
- class labels
- semi supervised classification
- learning process
- supervised learning algorithms
- domain adaptation
- positive and unlabeled examples
- data points
- sample selection bias
- text classification
- learning problems
- negative examples
- label information
- multi view learning
- learning frameworks
- unsupervised learning
- learning tasks
- text categorization
- dimensionality reduction
- information extraction
- training set
- machine learning
- data mining
- data sets
- pairwise
- reinforcement learning
- feature extraction
- decision trees
- e learning