High-dimensional sparsity-adaptive multiple change-point detection

Hyeyoung Maeng, Tengyao Wang, Piotr Fryzlewicz

We introduce a method for detecting multiple change-points in the mean of a high-dimensional data sequence. Unlike existing top-down (i.e. divisive) algorithms, we adopt a bottom-u…