QUT - Academic profiles - Dr Robert Salomone

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For more publications by Robert, explore their research in QUT ePrints (our digital repository).

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Bon, J. J., Bretherton, A., Buchhorn, K., Cramb, S., Drovandi, C., Hassan, C., Jenner, A. L., Mayfield, H. J., McGree, J. M., Mengersen, K., Price, A., Salomone, R., Santos-Fernandez, E., Vercelloni, J. & Wang, X. (2023). Being Bayesian in the 2020s: opportunities and challenges in the practice of modern applied Bayesian statistics. Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, Article 20220156, 381(2247). https://eprints.qut.edu.au/239007

Villani, M., Quiroz, M., Kohn, R. & Salomone, R. (2022). Spectral Subsampling MCMC for Stationary Multivariate Time Series with Applications to Vector ARTFIMA Processes. Econometrics and Statistics. https://eprints.qut.edu.au/240122
Sutton, M., Salomone, R., Chevallier, A. & Fearnhead, P. (2022). Continuously-Tempered PDMP samplers. Advances in Neural Information Processing Systems 35, Neural Information Processing Systems Foundation, Inc.. https://eprints.qut.edu.au/242038

Hodgkinson, L., Salomone, R. & Roosta, F. (2021). Implicit langevin algorithms for sampling from log-concave densities. Journal of Machine Learning Research, Article 136, 22. https://eprints.qut.edu.au/229855
Vollert, S., Salomone, R., Monsalve-Bravo, G., Adams, M. & Warne, D. (2021). Model selection and sloppiness in ecology. 120. https://eprints.qut.edu.au/235050

Salomone, R., Quiroz, M., Kohn, R., Villani, M. & Tran, M. N. (2020). Spectral subsampling MCMC for stationary time series. Proceedings of the 37th International Conference on Machine Learning (ICML 2020), 8449–8458. Proceedings of Machine Learning Research. https://eprints.qut.edu.au/234161

Botev, Z. I., Salomone, R. & Mackinlay, D. (2019). Fast and accurate computation of the distribution of sums of dependent log-normals. Annals of Operations Research, 280(1-2), 19–46. https://eprints.qut.edu.au/234163
Laub, P. J., Salomone, R. & Botev, Z. I. (2019). Monte Carlo estimation of the density of the sum of dependent random variables. Mathematics and Computers in Simulation, 161, 23–31. https://eprints.qut.edu.au/234162

A complete list of publications is available at: https://www.qut.edu.au/about/our-people/academic-profiles/robert.salomone