Keyphrases
- context dependent
- vc dimension
- sample complexity
- concept classes
- upper bound
- mistake bound
- learning algorithm
- lower bound
- sample size
- statistical learning theory
- covering numbers
- pac learning
- vapnik chervonenkis dimension
- theoretical analysis
- inductive inference
- learning problems
- worst case
- neural network
- active learning
- low level
- concept class
- generalization bounds
- generalization error
- uniform convergence
- euclidean space
- compression scheme
- special case
- natural language
- support vector
- high level
- supervised learning
- training examples
- np hard
- training data
- function classes