On the Decreasing Power of Kernel and Distance based Nonparametric Hypothesis Tests in High Dimensions

Sashank J. Reddi, Aaditya Ramdas, Barnabás Póczos +2

This paper is about two related decision theoretic problems, nonparametric two-sample testing and independence testing. There is a belief that two recently proposed solutions, base…