Keyphrases
- sample complexity
- learning problems
- upper bound
- pac learning
- theoretical analysis
- vc dimension
- generalization error
- learning algorithm
- lower bound
- special case
- active learning
- supervised learning
- irrelevant features
- training examples
- pac learnability
- concept classes
- sample size
- covering numbers
- sample complexity bounds
- semi supervised learning
- small number
- optimal solution
- training data