mlsanityData to 7 Oct 2026

A o(n) monotonicity tester for Boolean functions over the hypercube

arXiv 1302.4536 ↗First posted 19 Feb 2013cs.DM cs.DS math.COcited by 2

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Abstract (arXiv)

A Boolean function f:0,1n mapsto 0,1 is said to be eps-far from monotone if f needs to be modified in at least eps-fraction of the points to make it monotone. We design a randomized tester that is given oracle access to f and an input parameter eps>0, and has the following guarantee: It outputs sf Yes if the function is monotonically non-decreasing, and outputs sf No with probability >2/3, if the function is eps-far from monotone. This non-adaptive, one-sided tester makes O(n7/8eps-3/2ln(1/eps)) queries to the oracle.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). First posted on arXiv 19 Feb 2013.

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