Graph-Based Active Learning: A New Look at Expected Error Minimization.
Kwang-Sung JunRobert D. NowakPublished in: CoRR (2016)
Keyphrases
- active learning
- expected error
- semi supervised
- generalization error
- training set
- lower bound
- objective function
- worst case
- sample complexity
- uniform distribution
- semi supervised learning
- machine learning
- random sampling
- labeled data
- training examples
- learning process
- learning algorithm
- supervised learning
- vc dimension
- feature selection
- cross validation
- support vector
- binary classification