1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2016
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…
stat.ML2015★ 1 cited
A closed-form approach to Bayesian inference in tree-structured graphical models
Loïc Schwaller, Stéphane Robin, Michael Stumpf
We consider the inference of the structure of an undirected graphical model in an exact Bayesian framework. More specifically we aim at achieving the inference with close-form post…