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Rapid Bayesian inference for expensive stochastic models
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Rapid Bayesian inference for expensive stochastic models

D. Warne
R. Baker
Matthew J. Simpson
ArXiv (abs)PDFHTML

Papers citing "Rapid Bayesian inference for expensive stochastic models"

7 / 7 papers shown
Title
A Comprehensive Guide to Simulation-based Inference in Computational Biology
A Comprehensive Guide to Simulation-based Inference in Computational Biology
Xiaoyu Wang
Ryan P. Kelly
A. Jenner
D. Warne
Christopher C. Drovandi
61
3
0
29 Sep 2024
Preconditioned Neural Posterior Estimation for Likelihood-free Inference
Preconditioned Neural Posterior Estimation for Likelihood-free Inference
Xiaoyu Wang
Ryan P. Kelly
D. Warne
Christopher C. Drovandi
113
5
0
21 Apr 2024
Generalised likelihood profiles for models with intractable likelihoods
Generalised likelihood profiles for models with intractable likelihoods
D. Warne
Oliver J. Maclaren
E. Carr
Matthew J. Simpson
Christopher C. Drovandi
69
8
0
18 May 2023
Bayesian score calibration for approximate models
Bayesian score calibration for approximate models
Joshua J. Bon
D. Warne
David J. Nott
Christopher C. Drovandi
54
3
0
10 Nov 2022
Efficient Multifidelity Likelihood-Free Bayesian Inference with Adaptive Computational Resource Allocation
Efficient Multifidelity Likelihood-Free Bayesian Inference with Adaptive Computational Resource Allocation
Thomas P. Prescott
D. Warne
R. Baker
50
7
0
22 Dec 2021
Multifidelity multilevel Monte Carlo to accelerate approximate Bayesian parameter inference for partially observed stochastic processes
Multifidelity multilevel Monte Carlo to accelerate approximate Bayesian parameter inference for partially observed stochastic processes
D. Warne
Thomas P. Prescott
Ruth Baker
Matthew J. Simpson
58
16
0
26 Oct 2021
Bayesian inference of Stochastic reaction networks using Multifidelity Sequential Tempered Markov Chain Monte Carlo
Bayesian inference of Stochastic reaction networks using Multifidelity Sequential Tempered Markov Chain Monte Carlo
T. Catanach
Huy D. Vo
B. Munsky
68
12
0
06 Jan 2020