Approximating Learning Curves for Active-Learning-Driven Annotation.
Katrin TomanekUdo HahnPublished in: LREC (2008)
Keyphrases
- active learning
- learning curves
- learning algorithm
- learning curve
- sample complexity
- generalization error
- average case
- supervised learning
- vc dimension
- random sampling
- machine learning
- random graphs
- semi supervised
- power law
- labeled data
- training set
- gaussian processes
- training examples
- machine learning algorithms
- unlabeled data
- semi supervised learning
- learning process
- cross validation
- uniform distribution
- reinforcement learning
- data sets