Limit Distribution Theory for the Smooth 1-Wasserstein Distance with Applications

Ritwik Sadhu, Ziv Goldfeld, Kengo Kato

The smooth 1-Wasserstein distance (SWD) $W_1^{\sigma }$ was recently proposed as a means to mitigate the curse of dimensionality in empirical approximation while preserving the Wasserstein…