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Logarithmic asymptotics for polynomial threshold functions

Anthony, Martin
arXiv (All) · Papers
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05a1652c3560c0594b05combinatoricsdiscrete-mathematicsinformation-theory
We count Boolean functions represented as the sign of a real polynomial of bounded degree on the $n$-dimensional cube. We prove that the logarithm of their number is asymptotic to that of the classical hyperplane-arrangement upper bound, uniformly over all degrees, with relative error $O((\log n)^2/
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