A Small PRG for Polynomial Threshold Functions of Gaussians

preprint2011arXivOpen access

Abstract

We develop a pseudo-random generator to fool degree-dd polynomial threshold functions with respect to the Gaussian distribution. For c>0c>0 any constant, we construct a pseudo-random generator that fools such functions to within εε and has seed length log⁡(n)2O(d)ε−4−c\log(n) 2^{O(d)} ε^{-4-c}.

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