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English(EN) Stability of the Monge Map in Semi-Dual Optimal Transport

研究人员分析半对偶最优输运中的蒙日映射稳定性

本文研究了最优输运的半对偶表述,揭示了其退化的鞍点结构。研究在不假设对偶势最优性的情况下,建立了蒙日映射收敛的条件。该分析解释了为什么数值算法通常比势能需要更多的迭代次数来计算输运映射。 AI

排序理由 这是一篇发表在arXiv上的关于最优输运的学术论文。[lever_c_demoted from research: ic=1 ai=0.4]

在 arXiv cs.LG 阅读 →

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研究人员分析半对偶最优输运中的蒙日映射稳定性

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这是一篇发表在arXiv上的关于最优输运的学术论文。[lever_c_demoted from research: ic=1 ai=0.4]
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报道来源 [1]

  1. arXiv cs.LG TIER_1 English(EN) · Anton Selitskiy, David Millard ·

    半对偶最优输运中蒙日映射的稳定性

    arXiv:2605.05569v1 Announce Type: cross Abstract: This paper shows that the semi-dual formulation of the optimal transport problem has a degenerate saddle-point structure, and that its numerical solution is equivalent to solving a constrained optimization problem. We derive neces…