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Robert Salomone
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Unbiased and consistent nested sampling via sequential Monte Carlo
R Salomone, LF South, CC Drovandi, DP Kroese
arXiv preprint arXiv:1805.03924, 2018
312018
The reproducing Stein kernel approach for post-hoc corrected sampling
L Hodgkinson, R Salomone, F Roosta
arXiv preprint arXiv:2001.09266, 2020
282020
Fast and accurate computation of the distribution of sums of dependent log-normals
ZI Botev, R Salomone, D Mackinlay
Annals of Operations Research 280 (1), 19-46, 2019
17*2019
Spectral subsampling MCMC for stationary time series
R Salomone, M Quiroz, R Kohn, M Villani, MN Tran
International Conference on Machine Learning, 8449-8458, 2020
132020
Implicit Langevin algorithms for sampling from log-concave densities
L Hodgkinson, R Salomone, F Roosta
Journal of Machine Learning Research 22 (136), 1-30, 2021
112021
Monte Carlo estimation of the density of the sum of dependent random variables
PJ Laub, R Salomone, ZI Botev
Mathematics and Computers in Simulation 161, 23-31, 2019
92019
Estimating the number of vertices in convex polytopes
R Salomone, R Vaisman, DP Kroese
Proceedings of the International Conference on Operations Research andá…, 2016
62016
Being Bayesian in the 2020s: opportunities and challenges in the practice of modern applied Bayesian statistics
JJ Bon, A Bretherton, K Buchhorn, S Cramb, C Drovandi, C Hassan, ...
Philosophical Transactions of the Royal Society A 381 (2247), 20220156, 2023
52023
Federated Variational Inference Methods for Structured Latent Variable Models
C Hassan, R Salomone, K Mengersen
arXiv preprint arXiv:2302.03314, 2023
22023
Spectral Subsampling MCMC for Stationary Multivariate Time Series with Applications to Vector ARTFIMA Processes
M Villani, M Quiroz, R Kohn, R Salomone
Econometrics and Statistics, 2022
2*2022
The Interpolating Information Criterion for Overparameterized Models
L Hodgkinson, C van der Heide, R Salomone, F Roosta, MW Mahoney
arXiv preprint arXiv:2307.07785, 2023
12023
Graph Neural Network-Based Anomaly Detection for River Network Systems
K Buchhorn, E Santos-Fernandez, K Mengersen, R Salomone
arXiv preprint arXiv:2304.09367, 2023
12023
Structured variational approximations with skew normal decomposable graphical models
R Salomone, X Yu, DJ Nott, R Kohn
arXiv preprint arXiv:2302.03348, 2023
12023
Calibration of Agent Based Models for Monophasic and Biphasic Tumour Growth using Approximate Bayesian Computation
X Wang, AL Jenner, R Salomone, DJ Warne, C Drovandi
bioRxiv, 2022.09. 13.507714, 2022
12022
Continuously-Tempered PDMP Samplers
M Sutton, R Salomone, A Chevallier, P Fearnhead
Advances in Neural Information Processing Systems 35, 28293--28304, 2022
12022
A PAC-Bayesian Perspective on the Interpolating Information Criterion
L Hodgkinson, C van der Heide, R Salomone, F Roosta, MW Mahoney
arXiv preprint arXiv:2311.07013, 2023
2023
Deep Generative Models, Synthetic Tabular Data, and Differential Privacy: An Overview and Synthesis
C Hassan, R Salomone, K Mengersen
arXiv preprint arXiv:2307.15424, 2023
2023
Transport Reversible Jump Proposals
L Davies, R Salomone, M Sutton, C Drovandi
Proceedings of The 26th International Conference on Artificial Intelligenceá…, 2023
2023
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Articles 1–18