Tractably Modelling Dependence in Networks Beyond Exchangeability

Weichi Wu, Sofia Olhede, Patrick Wolfe

We propose a general framework for modelling network data that is designed to describe aspects of non-exchangeable networks. Conditional on latent (unobserved) variables, the edges…