Convergence rate of empirical measures in the subspace robust Wasserstein distance

Abstract

We obtain an estimate for the expected subspace robust Wasserstein distance between any probability measure on the unit ball of a separable Hilbert space, and its empirical distribution from n i.i.d. samples.

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