activity
20082022
most citedApproximate Bayesian computation (ABC) gives exact results under the assumption of model error

257 citations · 405 across the 9 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

stat.CO2022★ 1 cited

Randomized Maximum Likelihood via High-Dimensional Bayesian Optimization

Valentin Breaz, Richard Wilkinson

Posterior sampling for high-dimensional Bayesian inverse problems is a common challenge in real-world applications. Randomized Maximum Likelihood (RML) is an optimization based met…

stat.ML2022★ 2 cited

Adjoint-aided inference of Gaussian process driven differential equations

Paterne Gahungu, Christopher W Lanyon, Mauricio A Alvarez +3

Linear systems occur throughout engineering and the sciences, most notably as differential equations. In many cases the forcing function for the system is unknown, and interest lie…