Xianhui Liu

REAMP: a stochastic resonance approach for multi-change point detection in high-dimensional data

Detecting multiple structural breaks in high-dimensional data remains a challenge, particularly when changes occur in higher-order moments or within complex manifold structures. In this paper, we propose REAMP (Resonance-Enhanced Analysis of Multi-change Points), a novel framewor...