Scalable approximate inference for state space models with normalising flows. - Tom Ryder; Andrew Golightly; Isaac Matthews; Dennis Prangle (CoRR, 2019)

Cyclic Bayesian Attack Graphs: A Systematic Computational Approach. - Isaac Matthews; John C. Mace; Sadegh Soudjani; Aad van Moorsel (TrustCom, 2020)

Stochastic Simulation Techniques for Inference and Sensitivity Analysis of Bayesian Attack Graphs. - Isaac Matthews; Sadegh Soudjani; Aad van Moorsel (SciSec, 2021)

The neural moving average model for scalable variational inference of state space models. - Thomas Ryder; Dennis Prangle; Andrew Golightly; Isaac Matthews (UAI, 2021)