论文标题

Z形图矩阵的奇异值的光谱

The Spectrum of the Singular Values of Z-Shaped Graph Matrices

论文作者

Cai, Wenjun, Potechin, Aaron

论文摘要

图矩阵是一种矩阵,在平均情况问题上分析平方层次结构的总和中起着至关重要的作用。但是,除了粗糙的规范边界外,关于图矩阵知之甚少。在本文中,我们通过确定Z形图矩阵奇异值的频谱的限制分布来更好地理解图形矩阵。然后,我们对$ M $ layer Z形矩阵的结果进行部分概括。

Graph matrices are a type of matrix which has played a crucial role in analyzing the sum of squares hierarchy on average case problems. However, except for rough norm bounds, little is known about graph matrices. In this paper, we take a step towards better understanding graph matrices by determining the limiting distribution of the spectrum of the singular values of Z-shaped graph matrices. We then give a partial generalization of our results for $m$-layer Z-shaped graph matrices.

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