Paul J. Birrell

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 3

Top Topics

Bayesian Inference

Top Venues

PLoS Comput. Biol.

Publications

Sanmitra Ghosh, Paul J. Birrell, Daniela De Angelis
Sample-efficient neural likelihood-free Bayesian inference of implicit HMMs. CoRR (2024)
Sanmitra Ghosh, Paul J. Birrell, Daniela De Angelis
An approximate diffusion process for environmental stochasticity in infectious disease transmission modelling. PLoS Comput. Biol. 19 (5) (2023)
Sanmitra Ghosh, Paul J. Birrell, Daniela De Angelis
Differentiable Bayesian inference of SDE parameters using a pathwise series expansion of Brownian motion. AISTATS (2022)