| Misspecification-robust Sequential Neural Likelihood for Simulation-based Inference RP Kelly, DJ Nott, DT Frazier, DJ Warne, C Drovandi Transactions on Machine Learning Research, 2024 | 19* | 2024 |
| Estimation of discrete choice models considering simultaneously multiple objectives and complex data characteristics PB Beeramoole, R Kelly, MM Haque, A Pinz, A Paz Transportation Research Part C: Emerging Technologies 160, 104517, 2024 | 7 | 2024 |
| Preconditioned Neural Posterior Estimation for Likelihood-free Inference X Wang, RP Kelly, DJ Warne, C Drovandi arXiv preprint arXiv:2404.13557, 2024 | 2 | 2024 |
| A Comprehensive Guide to Simulation-based Inference in Computational Biology X Wang, RP Kelly, AL Jenner, DJ Warne, C Drovandi arXiv preprint arXiv:2409.19675, 2024 | 1 | 2024 |
| The Statistical Accuracy of Neural Posterior and Likelihood Estimation DT Frazier, R Kelly, C Drovandi, DJ Warne arXiv preprint arXiv:2411.12068, 2024 | | 2024 |
| A metaheuristic-based extensive hypothesis testing for specification of latent class models PB Beeramoole, R Kelly, MM Haque, P Scott, A Pinz, A Paz Australasian Transport Research Forum (ATRF), 44th, 2023, Perth, Western …, 2023 | | 2023 |
| Implementing Bayesian synthetic likelihood within the engine for likelihood-free inference RP Kelly Queensland University of Technology, 2022 | | 2022 |
Christopher DrovandiProfessor of Statistics, Queensland University of TechnologyVerified email at qut.edu.au