A Permutation-free Kernel Two-Sample Test

Shubhanshu Shekhar, Ilmun Kim, Aaditya Ramdas

The kernel Maximum Mean Discrepancy~(MMD) is a popular multivariate distance metric between distributions that has found utility in two-sample testing. The usual kernel-MMD test st…