Keyphrases
- average case
- lower bound
- worst case
- vc dimension
- average case complexity
- upper bound
- online algorithms
- worst case analysis
- np hard
- competitive ratio
- sample complexity
- uniform distribution
- objective function
- optimal solution
- approximation algorithms
- upper and lower bounds
- sample size
- learning curves
- point correspondences
- branch and bound
- lower and upper bounds
- concept class
- inductive inference
- concept classes
- pac learning
- statistical queries
- semi supervised learning
- model selection
- computational complexity