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adic Clifford algebras

机译:Adic Clifford代数

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摘要

We generalize an equation introduced by Benamou and Brenier and characterizing Wasserstein Wp-geodesics for p > 1, from the continuous setting of probability distributions on a Riemannian manifold to the discrete setting of probability distributions on a general graph. Given an initial and a nal distributions (f_0(x)), (f_1(x)), we prove the existence of a curve (f_t(x)) satisfying this Benamou-Brenier equation. We also show that such a curve can be described as a mixture of binomial distributions with respect to a coupling that is solution of a certain optimization problem.
机译:我们概括了Benamou和Brenier引入的等式,并描述了p> 1的Wasserstein Wp-大地测量学,从在黎曼流形上的概率分布的连续设置到在一般图上的概率分布的离散设置。给定初始分布和最终分布(f_0(x))(f_1(x)),我们证明存在满足此Benamou-Brenier方程的曲线(f_t(x))。我们还表明,这样的曲线可以描述为相对于耦合的二项式分布的混合,该耦合是某些优化问题的解决方案。

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