Hardness of Minimizing and Learning DNF Expressions.
Subhash KhotRishi SaketPublished in: FOCS (2008)
Keyphrases
- learning dnf
- uniform distribution
- agnostic learning
- multiple instance
- learning theory
- disjunctive normal form
- pac learning
- dnf formulas
- winnow algorithm
- boolean functions
- membership queries
- real valued
- normal form
- machine learning
- target concept
- computationally hard
- decision rules
- computational complexity
- multiple instance learning
- concept learning
- boosting algorithms
- computational learning theory
- np complete
- term dnf
- active learning