Tight Chang's-lemma-type bounds for Boolean functions.
Sourav ChakrabortyNikhil S. MandeRajat MittalTulasimohan MolliManaswi ParaasharSwagato SanyalPublished in: CoRR (2020)
Keyphrases
- boolean functions
- upper bound
- lower bound
- linear threshold
- uniform distribution
- threshold functions
- worst case
- generalization error bounds
- linear functions
- prime implicants
- relevant variables
- read once formulas
- upper and lower bounds
- binary decision diagrams
- dnf formulae
- multi valued
- membership queries
- polynomial size
- functional properties
- dnf formulas
- inductive learning