ICML-Smooth $p$-Wasserstein Distance Structure, Empirical Approximation, an ...

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Smooth p-Wasserstein Distance:
      Structure, Empirical Approximation, and Statistical Applications

                     Sloan Nietert 1 Ziv Goldfeld 2 Kengo Kato 3

              Abstract                  applications in statistics and ML, ranging from generative
   Discrepancy measures between probability dis-          modeling (Arjovsky et al., 2017; Gulrajani et al., 2017; Tol-
   tributions, often termed statistical distances, are       stikhin et al., 2018) and image recognition (Rubner ...

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关键词：Empirical Structure Distance Approx stance