论文标题

给定平均值和分布方差的总变化距离的下限

Lower Bounds for the Total Variation Distance Given Means and Variances of Distributions

论文作者

Nishiyama, Tomohiro

论文摘要

对于具有给定均值和方差(协方差矩阵)的真实D空间上的两种概率度量,我们为其总变化距离提供了下限。在一维情况下,给出了一个紧密的绑定。

For arbitrary two probability measures on real d-space with given means and variances (covariance matrices), we provide lower bounds for their total variation distance. In the one-dimensional case, a tight bound is given.

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