Central limit theorem for the Sliced 1-Wasserstein distance and the max-Sliced 1-Wasserstein distance

Xianliang Xu, Zhongyi Huang

The Wasserstein distance has been an attractive tool in many fields. But due to its high computational complexity and the phenomenon of the curse of dimensionality in empirical est…