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Vertical Sliced Wasserstein Distances for Meta-Measures

arXiv cs.LG ↗ · 2026-10-16 Cached

该论文提出垂直切片Wasserstein距离(VSW),一种用于比较meta-measures(分布的分布)的可扩展度量,证明其为有效度量并具有维度无关的统计收敛保证,在效率和精度上优于现有方法。

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#probability-measures

Difference of Convex Programming in the Wasserstein Space with Applications to MMD Optimization

arXiv cs.LG ↗ · 2026-06-29 Cached

This paper introduces a difference-of-convex programming framework in Wasserstein space for optimizing non-convex functionals over probability measures, with explicit decompositions for Maximum Mean Discrepancy and Energy Distance, and proves convergence of the lifted convex-concave procedure.

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