Beyond Euclidean Summaries: Online Change Point Detection for Distribution-Valued Data

Yingyan Zeng, Yujing Huang, Xiaoyu Chen

Existing online change-point detection (CPD) methods rely on fixed-dimensional Euclidean summaries, implicitly assuming that distributional changes are well captured by moment-base…