Paul Birrell

According to our database, Paul Birrell authored at least 4 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

Sample-efficient neural likelihood-free Bayesian inference of implicit HMMs.

Sanmitra Ghosh, Paul Birrell, Daniela De Angelis

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

An approximate diffusion process for environmental stochasticity in infectious disease transmission modelling.

Sanmitra Ghosh, Paul J. Birrell, Daniela De Angelis

PLoS Comput. Biol., 2023

2022

Differentiable Bayesian inference of SDE parameters using a pathwise series expansion of Brownian motion.

Sanmitra Ghosh, Paul J. Birrell, Daniela De Angelis

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Variational inference for nonlinear ordinary differential equations.

Sanmitra Ghosh, Paul Birrell, Daniela De Angelis

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021