Mahendra Mariadassou

Variational Inference for sparse network reconstruction from count data

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 needs to be reconstructed based on observations collected for each entity. Our work focuses on the sit…