Sampling Lower Bounds: Boolean Average-Case and Permutations.
Emanuele ViolaPublished in: SIAM J. Comput. (2020)
Keyphrases
- average case
- lower bound
- worst case
- vc dimension
- average case complexity
- upper bound
- sample size
- online algorithms
- worst case analysis
- boolean functions
- uniform distribution
- competitive ratio
- learning curves
- sample complexity
- branch and bound
- concept class
- np hard
- objective function
- real valued
- lower and upper bounds
- compression scheme
- pac learning
- concept classes
- linear programming relaxation
- theoretical analysis
- small number
- special case
- computational complexity
- decision trees