Exact Bayesian inference for off-line change-point detection in tree-structured graphical models

Loïc Schwaller, Stéphane Robin

We consider the problem of change-point detection in multivariate time-series. The multivariate distribution of the observations is supposed to follow a graphical model, whose grap…