A Kernel Measure of Dissimilarity between $M$ Distributions

Zhen Huang, Bodhisattva Sen

Given $M\ge 2$ distributions defined on a general measurable space, we introduce a nonparametric (kernel) measure of multi-sample dissimilarity (KMD) -- a parameter that quantifi…