2,034 research outputs found

    Wholly communion, literary nationalism, and the sorrows of the counterculture

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    The Average Sensitivity of an Intersection of Half Spaces

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    We prove new bounds on the average sensitivity of the indicator function of an intersection of kk halfspaces. In particular, we prove the optimal bound of O(nlog(k))O(\sqrt{n\log(k)}). This generalizes a result of Nazarov, who proved the analogous result in the Gaussian case, and improves upon a result of Harsha, Klivans and Meka. Furthermore, our result has implications for the runtime required to learn intersections of halfspaces

    A Polylogarithmic PRG for Degree 22 Threshold Functions in the Gaussian Setting

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    We devise a new pseudorandom generator against degree 2 polynomial threshold functions in the Gaussian setting. We manage to achieve ϵ\epsilon error with seed length polylogarithmic in ϵ\epsilon and the dimension, and exponential improvement over previous constructions

    A Pseudorandom Generator for Polynomial Threshold Functions of Gaussian with Subpolynomial Seed Length

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    We develop a pseudorandom generator that fools degree-dd polynomial threshold functions in nn variables with respect to the Gaussian distribution and has seed length Oc,d(log(n)ϵc)O_{c,d}(\log(n) \epsilon^{-c})
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