Fast Detection of Block Boundaries in Block Wise Constant Matrices: An Application to HiC data

Vincent Brault, Julien Chiquet, Céline Lévy-Leduc

We propose a novel approach for estimating the location of block boundaries (change-points) in a random matrix consisting of a block wise constant matrix observed in white noise. O…