papers
Publications (5)
q-bio.QM2018
Gene regulatory networks: a primer in biological processes and statistical modelling
Olivia Angelin-Bonnet, Patrick J. Biggs, Matthieu Vignes
stat.ML2018
Exact and approximate inference in graphical models: variable elimination and beyond
Nathalie Peyrard, Marie-Josée Cros, Simon de Givry +5
q-bio.MN2014
Bridging physiological and evolutionary time scales in a gene regulatory network
Gwenaëlle Marchand, Vân Anh Huynh-Thu, Nolan Kane +9
q-bio.QM2018
Causal Queries from Observational Data in Biological Systems via Bayesian Networks: An Empirical Study in Small Networks
Alex White, Matthieu Vignes
math.ST2017
Inferring large graphs using l1-penalized likelihood
Magali Champion, Victor Picheny, Matthieu Vignes