A Polynomial Lower Bound for Testing Monotonicity
STOC, pp. 1021-1032, 2016.
EI
Keywords:
Property TestingAdaptivity of query algorithmsTalagrand's Random DNF
Abstract:
We show that every algorithm for testing n-variate Boolean functions for monotonicityhas query complexity Ω(n1/4). All previous lower bounds for this problem were designed for non-adaptive algorithms and, as a result, the best previous lower bound for general (possibly adaptive) monotonicity testers was only Ω(logn). Combined with the que...More
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