Learning Monotone Log-Term DNF Formulas under the Uniform Distribution.
Yoshifumi SakaiAkira MaruokaPublished in: Theory Comput. Syst. (2000)
Keyphrases
- uniform distribution
- term dnf
- dnf formulas
- monotone dnf formulas
- pac learning
- boolean functions
- learning dnf
- monotone dnf
- membership queries
- statistical queries
- decision lists
- agnostic learning
- phase transition
- pac model
- dnf formulae
- monotone boolean functions
- concept class
- efficient learning
- active learning
- learning algorithm
- version space
- polynomial size
- inductive learning
- np complete
- supervised learning
- exact learning
- computational learning theory
- learning tasks