提升准随机组的均匀性:快速而简单

Harm Derksen, Chin Ho Lee, Emanuele Viola
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引用次数: 0

摘要

我们研究了在有 $k$ 方的数头模型中,将 $k/times t$ 元素从 $H=\text{SL}(2,q)$ 组中相乘的通信复杂度。我们证明了 $(t\log H)/c^{k}$ 的下限。这比之前的工作有了指数级的提升,达到了该领域最先进的水平。与此相关,我们证明了$H^{m}$上3-均匀分布的$k^{c}$独立副本的卷积接近于$k$-均匀分布,这与之前需要$c^{k}$副本的工作相比,也是指数级的改进。证明非常简单;这些结果可以推广到其他随机群。我们还证明,对于任何组$H$,任何在$H^{m}$上的分布,其权重-$k$傅里叶系数都很小,都接近于$k$均匀分布。这概括了以前在无阶梯背景下的工作,而且证明更为简单。
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Boosting uniformity in quasirandom groups: fast and simple
We study the communication complexity of multiplying $k\times t$ elements from the group $H=\text{SL}(2,q)$ in the number-on-forehead model with $k$ parties. We prove a lower bound of $(t\log H)/c^{k}$. This is an exponential improvement over previous work, and matches the state-of-the-art in the area. Relatedly, we show that the convolution of $k^{c}$ independent copies of a 3-uniform distribution over $H^{m}$ is close to a $k$-uniform distribution. This is again an exponential improvement over previous work which needed $c^{k}$ copies. The proofs are remarkably simple; the results extend to other quasirandom groups. We also show that for any group $H$, any distribution over $H^{m}$ whose weight-$k$ Fourier coefficients are small is close to a $k$-uniform distribution. This generalizes previous work in the abelian setting, and the proof is simpler.
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