Consistent Kernel Change-Point Detection under m-Dependence for Text Segmentation

Jairo Diaz-Rodriguez, Mumin Jia

Kernel change-point detection (KCPD) has become a widely used tool for identifying structural changes in complex data. While existing theory establishes consistency under independe…