Accelerating Bayesian inference for stochastic epidemic models using
incidence dataStatistics and computing (Stat. Comput.), 2023 |
Improving multiple-try Metropolis with local balancingJournal of machine learning research (JMLR), 2022 |
Amortised Likelihood-free Inference for Expensive Time-series Simulators
with Signatured Ratio EstimationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
Black-box Bayesian inference for economic agent-based modelsJournal of Economic Dynamics and Control (JEDC), 2022 |
Optimal Scaling of MCMC Beyond MetropolisAdvances in Applied Probability (AAP), 2021 |