Optimal Change-Point Detection with Training Sequences in the Large and Moderate Deviations Regimes

Haiyun He, Qiaosheng Zhang, Vincent Y. F. Tan

This paper investigates a novel offline change-point detection problem from an information-theoretic perspective. In contrast to most related works, we assume that the knowledge of…