Change point detection in high dimensional data with U-statistics

B. Cooper Boniece, Lajos Horváth, Peter Jacobs

We consider the problem of detecting distributional changes in a sequence of high dimensional data. Our approach combines two separate statistics stemming from $L_p$ norms whose be…