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We obtain sharp upper and lower bounds for the expected max-sliced 1-Wasserstein distance between a probability measure on a separable Hilbert space and its empirical distribution from n samples. A version of this result for probability measures on Banach spaces is also obtained.
March T. Boedihardjo (Fri,) studied this question.