Variational Inference for sparse network reconstruction from count data

Julien Chiquet, Stéphane Robin, Mahendra Mariadassou

Abstract: Networks provide a natural yet statistically grounded way to depict and understand how a set of entities interact. However, in many situations interactions are not directly observed and the network...