Keyphrases
- pac learning
- uniform distribution
- agnostic learning
- sample size
- concept classes
- sample complexity
- noise tolerant
- membership queries
- statistical queries
- target concept
- decision lists
- computational learning theory
- attribute noise
- concept class
- learning problems
- learning theory
- vc dimension
- pac model
- exact learning
- mistake bound
- worst case
- dnf formulas
- term dnf
- boolean functions
- theoretical analysis
- upper bound
- noisy data
- model selection
- special case
- lower bound
- low degree
- optimal solution
- data sets