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Kashif
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Are there any results on concentration bounds of Wasserstein distances between empirical measures?

I know there are concentration bounds on $W(\mu,\hat{\mu})$ where $\mu$ and $\hat{\mu}$ are true and empirical distributions respectively, but is there anything out there on $W(\mu,\nu)$ versus $W(\hat{\mu},\hat{\nu})$ where $\hat{\mu}$ and $\hat{\nu}$ are the empirical distributions corresponding to $\mu$ and $\nu$ respectively?

Kashif
  • 383
  • 1
  • 9