Optimal Covariance Change Point Localization in High Dimension

Daren Wang, Yi Yu, Alessandro Rinaldo

We study the problem of change point detection for covariance matrices in high dimensions. We assume that we observe a sequence {X_i}_{i=1,...,n} of independent and centered p-dime…