Isaac Matthews

According to our database, Isaac Matthews authored at least 4 papers between 2019 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

The neural moving average model for scalable variational inference of state space models.

Thomas Ryder, Dennis Prangle, Andrew Golightly, Isaac Matthews

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Stochastic Simulation Techniques for Inference and Sensitivity Analysis of Bayesian Attack Graphs.

Isaac Matthews, Sadegh Soudjani, Aad van Moorsel

Proceedings of the Science of Cyber Security - Third International Conference, 2021

2020

Cyclic Bayesian Attack Graphs: A Systematic Computational Approach.

Isaac Matthews, John C. Mace, Sadegh Soudjani, Aad van Moorsel

Proceedings of the 19th IEEE International Conference on Trust, 2020

2019

Scalable approximate inference for state space models with normalising flows.

Tom Ryder, Andrew Golightly, Isaac Matthews, Dennis Prangle

CoRR, 2019