Keyphrases
- sample complexity
- neural network
- theoretical analysis
- learning problems
- pac learning
- special case
- upper bound
- learning algorithm
- active learning
- vc dimension
- generalization error
- lower bound
- supervised learning
- training examples
- pac learnability
- concept classes
- sample size
- linear threshold
- covering numbers
- sample complexity bounds
- number of irrelevant features
- average case
- learning tasks
- machine learning algorithms
- text mining