Fast estimation of the ICL criterion for change-point detection problems with applications to Next-Generation Sequencing data

Alice Cleynen, The Minh Luong, Guillem Rigaill +1

In this paper, we consider the Integrated Completed Likelihood (ICL) as a useful criterion for estimating the number of changes in the underlying distribution of data in problems w…