David J. Warne

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 12

Top Topics

Stochastic Models

Bayesian Inference

Top Venues

J. Comput. Phys.

J. Cell. Autom.

J. Comput. Civ. Eng.

Publications

Ryan P. Kelly, David J. Nott, David T. Frazier, David J. Warne, Christopher C. Drovandi
Misspecification-robust Sequential Neural Likelihood for Simulation-based Inference. Trans. Mach. Learn. Res. 2024 (2024)
Xiaoyu Wang, Ryan P. Kelly, David J. Warne, Christopher C. Drovandi
Preconditioned Neural Posterior Estimation for Likelihood-free Inference. CoRR (2024)
David J. Warne, Oliver J. Maclaren, Elliot J. Carr, Matthew J. Simpson, Christopher C. Drovandi
Generalised likelihood profiles for models with intractable likelihoods. Stat. Comput. 34 (1) (2024)
Thomas P. Prescott, David J. Warne, Ruth E. Baker
Efficient multifidelity likelihood-free Bayesian inference with adaptive computational resource allocation. J. Comput. Phys. 496 (2024)
Ryan P. Kelly, David J. Nott, David T. Frazier, David J. Warne, Chris Drovandi
Misspecification-robust Sequential Neural Likelihood. CoRR (2023)
Thirunavukarasu Balasubramaniam, David J. Warne, Richi Nayak, Kerrie L. Mengersen
Explainability of the COVID-19 epidemiological model with nonnegative tensor factorization. Int. J. Data Sci. Anal. 15 (3) (2023)
Andrew Gill, David J. Warne, Clare McGrory, James M. McGree, Antony M. Overstall
Robust Simulation Design for Generalized Linear Models in Conditions of Heteroscedasticity or Correlation. WSC (2022)
David J. Warne, Thomas P. Prescott, Ruth E. Baker, Matthew J. Simpson
Multifidelity multilevel Monte Carlo to accelerate approximate Bayesian parameter inference for partially observed stochastic processes. J. Comput. Phys. 469 (2022)
David J. Warne, Ruth E. Baker, Matthew J. Simpson
Rapid Bayesian Inference for Expensive Stochastic Models. J. Comput. Graph. Stat. 31 (1) (2022)
David J. Warne, Scott A. Sisson, Christopher C. Drovandi
Acceleration of expensive computations in Bayesian statistics using vector operations. CoRR (2019)
Duzgun Agdas, David J. Warne, Jorge Osio-Norgaard, Forrest J. Masters
Utility of Genetic Algorithms for Solving Large-Scale Construction Time-Cost Trade-Off Problems. J. Comput. Civ. Eng. 32 (1) (2018)
David J. Warne, Ruth E. Baker, Matthew J. Simpson
Multilevel rejection sampling for approximate Bayesian computation. Comput. Stat. Data Anal. 124 (2018)
David J. Warne, Ross F. Hayward
The Dynamics of Cellular Automata on 2-Manifolds is Affected by Topology. J. Cell. Autom. 10 (5-6) (2015)
David J. Warne, Neil A. Kelson, Ross F. Hayward
Comparison of High Level FPGA Hardware Design for Solving Tri-diagonal Linear Systems. ICCS (2014)
David J. Warne, Ross F. Hayward, Neil A. Kelson, Dann G. Mallet
An Efficient Algorithm for the Detection of Eden. Complex Syst. 22 (4) (2013)
David J. Warne, Genevieve Larsen, Joseph Young, Malcolm E. Cox
Image-based flow visualisation (IBFV) to enhance interpretation of complex flow patterns within a shallow tidal barrier estuary. Environ. Model. Softw. 47 (2013)