متابعة
Robert Salomone
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
The reproducing Stein kernel approach for post-hoc corrected sampling‏
L Hodgkinson, R Salomone, F Roosta‏
arXiv preprint arXiv:2001.09266, 2020‏
362020
Unbiased and consistent nested sampling via sequential Monte Carlo‏
R Salomone, LF South, AM Johansen, C Drovandi, DP Kroese‏
arXiv preprint arXiv:1805.03924, 2018‏
342018
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
192020
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
19*2019
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
162021
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
Journal of Mathematical Biology 88 (3), 28, 2024‏
14*2024
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
142023
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 32, 98-121, 2024‏
112024
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
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
82023
Estimating the number of vertices in convex polytopes‏
R Salomone, R Vaisman, DP Kroese‏
Proceedings of the International Conference on Operations Research and …, 2016‏
82016
Graph neural network-based anomaly detection for river network systems‏
B Katie, E Santos-Fernandez, M Kerrie, R Salomone‏
F1000Research 12, 2024‏
6*2024
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
52023
Federated variational inference methods for structured latent variable models‏
C Hassan, R Salomone, K Mengersen‏
arXiv preprint arXiv:2302.03314, 2023‏
42023
Transport Reversible Jump Proposals‏
L Davies, R Salomone, M Sutton, C Drovandi‏
Proceedings of The 26th International Conference on Artificial Intelligence …, 2023‏
32023
Continuously-Tempered PDMP Samplers‏
M Sutton, R Salomone, A Chevallier, P Fearnhead‏
Advances in Neural Information Processing Systems 35, 28293--28304, 2022‏
32022
Structured variational approximations with skew normal decomposable graphical models and implicit copulas‏
R Salomone, X Yu, DJ Nott, R Kohn‏
Journal of Computational and Graphical Statistics 33 (4), 1329-1338, 2024‏
2*2024
A PAC-Bayesian Perspective on the Interpolating Information Criterion‏
L Hodgkinson, C van der Heide, R Salomone, F Roosta, MW Mahoney‏
NeurIPS 2023 Workshop on Mathematics of Modern Machine Learning, 2023‏
12023
Fast and scalable off-target assessment for CRISPR guide RNAs using partial matches‏
C Schmitz, J Bradford, R Salomone, D Perrin‏
2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2024‏
2024
Leveraging uncertainty quantification to optimise CRISPR guide RNA selection‏
C Schmitz, J Bradford, R Salomone, D Perrin‏
bioRxiv, 2024.02. 01.578527, 2024‏
2024
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مقالات 1–20