决定点过程间的最优迁移及其在快速模拟中的应用
Optimal transport between determinantal point processes and application to fast simulation
摘要:
分析了确定点过程之间的几个最优运输问题。我们展示了如何估计一些分布的DPP之间的距离,他们诱导。然后,我们应用这些结果来评估一个新的和快速的DPP模拟算法的准确性。我们现在可以在合理的时间内模拟超过一万个点。
英文摘要:
We analyze several optimal transportation problems between de-terminantal point processes. We show how to estimate some of the distances between distributions of DPP they induce. We then apply these results to evaluate the accuracy of a new and fast DPP simulation algorithm. We can now simulate in a reasonable amount of time more than ten thousands points.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。