Fast and robust Bayesian Inference using Gaussian Processes with GPryJournal of Cosmology and Astroparticle Physics (JCAP), 2022 |
Truncated proposals for scalable and hassle-free simulation-based
inferenceNeural Information Processing Systems (NeurIPS), 2022 |
Improving the Accuracy of Marginal Approximations in Likelihood-Free
Inference via LocalisationJournal of Computational And Graphical Statistics (JCGS), 2022 |
Fast and Credible Likelihood-Free Cosmology with Truncated Marginal
Neural Ratio EstimationJournal of Cosmology and Astroparticle Physics (JCAP), 2021 |