Improved Average-Case Lower Bounds for De Morgan Formula Size: Matching Worst-Case Lower Bound.
Ilan KomargodskiRan RazAvishay TalPublished in: SIAM J. Comput. (2017)
Keyphrases
- lower bound
- worst case
- average case
- upper bound
- running times
- np hard
- worst case analysis
- error bounds
- vc dimension
- branch and bound algorithm
- branch and bound
- approximation algorithms
- optimal solution
- constant factor
- greedy algorithm
- learning curves
- online algorithms
- competitive ratio
- average case complexity
- objective function
- lower bounding
- upper and lower bounds
- lower and upper bounds
- sample size
- uniform distribution
- concept class
- linear programming relaxation
- computational complexity
- special case
- polynomial approximation
- sample complexity bounds
- generalization error