David J. Warne

According to our database, David J. Warne authored at least 16 papers between 2013 and 2024.

Collaborative distances:

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

2024

Generalised likelihood profiles for models with intractable likelihoods.

David J. Warne, Oliver J. Maclaren, Elliot J. Carr, Matthew J. Simpson, Christopher C. Drovandi

Stat. Comput., February, 2024

Efficient multifidelity likelihood-free Bayesian inference with adaptive computational resource allocation.

Thomas P. Prescott, David J. Warne, Ruth E. Baker

J. Comput. Phys., January, 2024

Misspecification-robust Sequential Neural Likelihood for Simulation-based Inference.

Ryan P. Kelly, David J. Nott, David T. Frazier, David J. Warne, Christopher C. Drovandi

Trans. Mach. Learn. Res., 2024

Preconditioned Neural Posterior Estimation for Likelihood-free Inference.

Xiaoyu Wang, Ryan P. Kelly, David J. Warne, Christopher C. Drovandi

CoRR, 2024

2023

Explainability of the COVID-19 epidemiological model with nonnegative tensor factorization.

Thirunavukarasu Balasubramaniam, David J. Warne, Richi Nayak, Kerrie L. Mengersen

Int. J. Data Sci. Anal., April, 2023

Misspecification-robust Sequential Neural Likelihood.

Ryan P. Kelly, David J. Nott, David T. Frazier, David J. Warne, Chris Drovandi

CoRR, 2023

2022

Rapid Bayesian Inference for Expensive Stochastic Models.

David J. Warne, Ruth E. Baker, Matthew J. Simpson

J. Comput. Graph. Stat., January, 2022

Multifidelity multilevel Monte Carlo to accelerate approximate Bayesian parameter inference for partially observed stochastic processes.

David J. Warne, Thomas P. Prescott, Ruth E. Baker, Matthew J. Simpson

J. Comput. Phys., 2022

Robust Simulation Design for Generalized Linear Models in Conditions of Heteroscedasticity or Correlation.

Andrew Gill, David J. Warne, Clare McGrory, James M. McGree, Antony M. Overstall

Proceedings of the Winter Simulation Conference, 2022

2019

Acceleration of expensive computations in Bayesian statistics using vector operations.

David J. Warne, Scott A. Sisson, Christopher C. Drovandi

CoRR, 2019

2018

Utility of Genetic Algorithms for Solving Large-Scale Construction Time-Cost Trade-Off Problems.

Duzgun Agdas, David J. Warne, Jorge Osio-Norgaard, Forrest J. Masters

J. Comput. Civ. Eng., 2018

Multilevel rejection sampling for approximate Bayesian computation.

David J. Warne, Ruth E. Baker, Matthew J. Simpson

Comput. Stat. Data Anal., 2018

2015

The Dynamics of Cellular Automata on 2-Manifolds is Affected by Topology.

David J. Warne, Ross F. Hayward

J. Cell. Autom., 2015

2014

Comparison of High Level FPGA Hardware Design for Solving Tri-diagonal Linear Systems.

David J. Warne, Neil A. Kelson, Ross F. Hayward

Proceedings of the International Conference on Computational Science, 2014

2013

Image-based flow visualisation (IBFV) to enhance interpretation of complex flow patterns within a shallow tidal barrier estuary.

David J. Warne, Genevieve Larsen, Joseph Young, Malcolm E. Cox

Environ. Model. Softw., 2013

An Efficient Algorithm for the Detection of Eden.

David J. Warne, Ross F. Hayward, Neil A. Kelson, Dann G. Mallet

Complex Syst., 2013