Learning the piece-wise constant graph structure of a varying Ising model

Batiste Le Bars, Pierre Humbert, Argyris Kalogeratos, Nicolas Vayatis

Abstract: This work focuses on the estimation of multiple change-points in a time-varying Ising model that evolves piece-wise constantly. The aim is to identify both the moments at which significant changes ...