45 citations · 138 across the 12 of their papers we have counts for
3 papers · 1 filter
Reliability of relational event model estimates under sampling: how to fit a relational event model to 360 million dyadic events
Jürgen Lerner, Alessandro Lomi
We assess the reliability of relational event model parameters estimated under two sampling schemes: (1) uniform sampling from the observed events and (2) case-control sampling whi…
Exponential random graph model parameter estimation for very large directed networks
Alex Stivala, Garry Robins, Alessandro Lomi
Exponential random graph models (ERGMs) are widely used for modeling social networks observed at one point in time. However the computational difficulty of ERGM parameter estimatio…
A Simple Algorithm for Scalable Monte Carlo Inference
Alexander Borisenko, Maksym Byshkin, Alessandro Lomi
The methods of statistical physics are widely used for modelling complex networks. Building on the recently proposed Equilibrium Expectation approach, we derive a simple and effici…