Kernel Two-Sample Tests for Manifold Data

Xiuyuan Cheng, Yao Xie

We present a study of a kernel-based two-sample test statistic related to the Maximum Mean Discrepancy (MMD) in the manifold data setting, assuming that high-dimensional observatio…