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Some Limitations of the Sum of Small-Bias Distributions

机译:小偏差分布之和的一些限制

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We present two approaches to constructing $eps$-biased distributions$D$ on $n$ bits and functions $fcolon {0,1}^n o {0,1}$ suchthat the XOR of two independent copies ($D+D$) does not fool $f$.Using them, we give constructions forany of the following choices: $eps = 2^{-Omega(n)}$ and $f$ is in $ppp$/poly; $eps = 2^{-Omega(n/log n)}$ and $f$ is in $c^2$; $eps = n^{-c}$ and $f$ is a one-way space $O(c log n)$ algorithm, for any $c$; $eps = n^{-Omega(1)}$ and $f$ is a mod 3 linear function.All the results give one-sided distinguishers, and extend to theXOR of more copies for suitable $eps$. We also giveconditional results for $c^0$ and DNF formulas.Meka and Zuckerman (RANDOM 2009) prove 4 with $eps = O(1)$.Bogdanov, Dvir, Verbin, and Yehudayoff ( Theory of Computing , 2013)prove 2 with $eps = 2^{-O(sqrt{n})}$. Chen and Zuckerman(personal communication) give an alternative proof of 3.A preliminary version of this article appeared inECCC, TR15-005, 2016.
机译:我们提出了两种在$ n $位上构造$ eps $有偏分布$ D $和函数$ f colon {0,1 } ^ n to {0,1 } $的方法,使得XOR为两个独立的副本($ D + D $)不会欺骗$ f $。使用它们,我们可以为以下任何一种选择构造:$ eps = 2 ^ {- Omega(n)} $并且$ f $在$ ppp $ / poly; $ eps = 2 ^ {- Omega(n / log n)} $和$ f $在$ nc ^ 2 $中; $ eps = n ^ {-c} $并且$ f $是单向空间$ O(c log n)$算法,对于任何$ c $; $ eps = n ^ {- Omega(1)} $和$ f $是mod 3线性函数。所有结果给出了单侧区分符,并扩展为适用于$ eps $的更多副本的XOR。我们还给出了$ ac ^ 0 $和DNF公式的条件结果.Meka和Zuckerman(RANDOM 2009)用$ eps = O(1)$证明4.Bogdanov,Dvir,Verbin和Yehudayoff(计算理论,2013)用$ eps = 2 ^ {-O( sqrt {n})} $证明2。 Chen和Zuckerman(个人通讯)提供了3.的替代证明。本文的初步版本出现在ECCC,TR15-005,2016年。

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