Keyphrases
- active learning
- worst case
- expected loss
- upper bound
- lower bound
- semi supervised
- learning strategies
- experimental design
- machine learning
- random sampling
- selective sampling
- vc dimension
- supervised learning
- lower and upper bounds
- upper and lower bounds
- learning algorithm
- training examples
- error bounds
- semi supervised learning
- imbalanced data classification
- asymptotic properties
- worst case bounds
- sample complexity
- learning process
- training set
- tight bounds
- active learning strategies
- music emotion classification
- expected error
- data sets
- statistical learning theory
- average case
- generalization error
- cost sensitive
- transfer learning
- labeled data
- np hard
- search algorithm