Keyphrases
- average case
- lower bound
- worst case
- vc dimension
- average case complexity
- upper bound
- online algorithms
- worst case analysis
- sample complexity
- branch and bound
- learning curves
- competitive ratio
- np hard
- lower and upper bounds
- uniform distribution
- objective function
- sample size
- machine learning
- concept class
- concept classes
- upper and lower bounds
- approximation algorithms
- linear programming relaxation
- high dimensional