Aryeh Kontorovich

Senior Academic

Lower bounds on learning random structures with statistical queries

Dana Angluin, David Eisenstat, Leonid Kontorovich, Lev Reyzin

We show that random DNF formulas, random log-depth decision trees and random deterministic finite acceptors cannot be weakly learned with a polynomial number of statistical queries with respect to an arbitrary distribution on examples.

Publication language English
Pages 194-208
Publication status Published - 19.11.2010

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science