Creation and application of virtual patient cohorts of heart models SA Niederer, Y Aboelkassem, CD Cantwell, C Corrado, S Coveney, ... Philosophical Transactions of the Royal Society A 378 (2173), 20190558, 2020 | 66 | 2020 |
Optimal thinning of MCMC output M Riabiz, W Chen, J Cockayne, P Swietach, SA Niederer, L Mackey, ... Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2022 | 54 | 2022 |
Considering discrepancy when calibrating a mechanistic electrophysiology model RD Wilkinson, K Worden, J Walmsley, RW Dos Santos, M Riabiz, ... Philosophical transactions. Series A, Mathematical, physical, and …, 2020 | 53* | 2020 |
Optimal quantisation of probability measures using maximum mean discrepancy O Teymur, J Gorham, M Riabiz, C Oates International Conference on Artificial Intelligence and Statistics, 1027-1035, 2021 | 31 | 2021 |
Postprocessing of MCMC LF South, M Riabiz, O Teymur, CJ Oates Annual Review of Statistics and Its Application 9 (1), 529-555, 2022 | 26 | 2022 |
Fully Bayesian inference for α-stable distributions using a Poisson series representation T Lemke, M Riabiz, SJ Godsill Digital Signal Processing 47, 96-115, 2015 | 22 | 2015 |
The Lévy State Space Model S Godsill, M Riabiz, I Kontoyiannis 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 487-494, 2019 | 11 | 2019 |
Approximate simulation of linear continuous time models driven by asymmetric stable Lévy processes M Riabiz, SJ Godsill 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 10 | 2017 |
Nonasymptotic Gaussian Approximation for Inference with Stable Noise M Riabiz, T Ardeshiri, I Kontoyiannis, S Godsill IEEE Transactions on Information Theory, 2020 | 8 | 2020 |
A central limit theorem with application to inference in α-stable regression models M Riabiz, T Ardeshiri, S Godsill NIPS 2016 Time Series Workshop, 70-82, 2017 | 6 | 2017 |
Replication Data for: Optimal Thinning of MCMC Output, 2020b M Riabiz, WY Chen, J Cockayne, P Swietach, SA Niederer, L Mackey, ... URL https://doi. org/10.7910/DVN/MDKNWM. Accessed on Mar 23, 21, 2021 | 5 | 2021 |
Pseudo-marginal MCMC for parameter estimation in α-stable distributions M Riabiz, F Lindsten, S Godsill IFAC-PapersOnLine 48 (28), 472-477, 2015 | 5 | 2015 |
Simulated convergence rates with application to an intractable -stable inference problem M Riabiz, T Ardeshiri, I Kontoyiannis, S Godsill 7th IEEE workshop on Computational Advances in Multi-Sensor Adaptive …, 2017 | 4 | 2017 |
Convergence results for tractable inference in α-stable stochastic processes M Riabiz, T Ardeshiri, S Godsill 2017 22nd International Conference on Digital Signal Processing (DSP), 1-5, 2017 | 3 | 2017 |
Sharp Gaussian Approximation Bounds for Linear Systems with -stable Noise M Riabiz, T Ardeshiri, I Kontoyiannis, S Godsill 2018 IEEE International Symposium on Information Theory (ISIT), 1086-1090, 2018 | 2 | 2018 |
On Latent Variable Models for Bayesian Inference with Stable Distributions and Processes M Riabiz | 1 | 2019 |
Kernel Methods in Machine Learning and Statistics N Nüsken, M Riabiz | | 2023 |
Novel developments in inferring variability and co-variability of calcium signalling M Riabiz, J Cockayne, A Luo, C Oates, P Swietach, S Niederer Journal of Molecular and Cellular Cardiology 173, S148-S149, 2022 | | 2022 |
Data driven Sobolev metrics for functional data analysis: an application to natural fibers M RIABIZ Politecnico di Milano, 2012 | | 2012 |