A Kernel Multiple Change-point Algorithm via Model Selection

Sylvain Arlot, Alain Celisse, Zaid Harchaoui

We tackle the change-point problem with data belonging to a general set. We build a penalty for choosing the number of change-points in the kernel-based method of Harchaoui and Cap…