Shrinkage of Decision Lists and DNF Formulas.
Benjamin RossmanPublished in: Electron. Colloquium Comput. Complex. (2020)
Keyphrases
- decision lists
- dnf formulas
- term dnf
- concept class
- concept classes
- pac model
- membership queries
- decision trees
- learning theory
- uniform distribution
- pac learning
- upper and lower bounds
- efficient learning
- sample complexity
- vc dimension
- rule sets
- agnostic learning
- boolean functions
- conjunctive queries
- target function
- mistake bound
- upper bound
- lower bound
- target concept
- statistical queries
- exact learning
- np complete
- learning algorithm