Variational inference for sparse network reconstruction from count data

Julien Chiquet, Mahendra Mariadassou, Stéphane Robin

In multivariate statistics, the question of finding direct interactions can be formulated as a problem of network inference - or network reconstruction - for which the Gaussian gra…