Imke Botha | DeepAI

DeepAI

AI Chat AI Image Generator AI Video AI Music Generator

Featured Co-authors

Christopher Drovandi
43 publications
Robert Kohn
39 publications
Matthew P. Adams
6 publications
Leah South
4 publications
Dang Khuong Tran
1 publication
Frederick R. Bennett
1 publication

research

∙ 07/21/2023

Adaptively switching between a particle marginal Metropolis-Hastings and a particle Gibbs kernel in SMC^2

Sequential Monte Carlo squared (SMC^2; Chopin et al., 2012) methods can ...

0 Imke Botha, et al. ∙

research

∙ 06/06/2022

Component-wise iterative ensemble Kalman inversion for static Bayesian models with unknown measurement error covariance

The ensemble Kalman filter (EnKF) is a Monte Carlo approximation of the ...

0 Imke Botha, et al. ∙

research

∙ 01/27/2022

Adaptive exact-approximate sequential Monte Carlo

Exact-approximate sequential Monte Carlo (SMC) methods target the exact ...

0 Imke Botha, et al. ∙

research

∙ 07/25/2019

Particle Methods for Stochastic Differential Equation Mixed Effects Models

Parameter inference for stochastic differential equation mixed effects m...

0 Imke Botha, et al. ∙