High-dimensional nonparametric changepoint detection via low-rank degree-two density projection

Guoqing Zhang, Zhaixin Chen

Detecting distributional changes in high dimension is difficult when neither the pre-change nor post-change density is parametrically specified. We introduce a representation-based…