论文标题
熵正则化在最佳运输中的统计效应
The statistical effect of entropic regularization in optimal transportation
论文作者
论文摘要
我们建议解决理解正规化在sindhorn algotihms中的影响的问题。在高斯分布的情况下，我们为正规化的最佳运输提供了封闭形式，该形式使得可以从统计框架中更好地了解正则化的效果。
We propose to tackle the problem of understanding the effect of regularization in Sinkhorn algotihms. In the case of Gaussian distributions we provide a closed form for the regularized optimal transport which enables to provide a better understanding of the effect of the regularization from a statistical framework.
