| Maximum Likelihood Estimation of Regularization Parameters in High-Dimensional Inverse Problems: An Empirical Bayesian Approach Part I: Methodology and Experiments AF Vidal, V De Bortoli, M Pereyra, A Durmus SIAM Journal on Imaging Sciences 13 (4), 1945-1989, 2020 | 68 | 2020 |
| Efficient stochastic optimisation by unadjusted Langevin Monte Carlo: Application to maximum marginal likelihood and empirical Bayesian estimation V De Bortoli, A Durmus, M Pereyra, AF Vidal Statistics and Computing 31 (3), 29, 2021 | 52 | 2021 |
| Visualising COVID-19 research PL Bras, A Gharavi, DA Robb, AF Vidal, S Padilla, MJ Chantler arXiv preprint arXiv:2005.06380, 2020 | 44 | 2020 |
| Maximum likelihood estimation of regularization parameters in high-dimensional inverse problems: an empirical Bayesian approach. Part II: Theoretical analysis V De Bortoli, A Durmus, M Pereyra, AF Vidal SIAM Journal on Imaging Sciences 13 (4), 1990-2028, 2020 | 32 | 2020 |
| Parametric modeling of wideband piezoelectric polymer sensors: design for optoacoustic applications A Fernández Vidal, L Ciocci Brazzano, CL Matteo, PA Sorichetti, ... Review of Scientific Instruments 88 (9), 2017 | 17 | 2017 |
| Maximum likelihood estimation of regularisation parameters AF Vidal, M Pereyra 2018 25th IEEE International Conference on Image Processing (ICIP), 1742-1746, 2018 | 16 | 2018 |
| Visualising COVID-19 Research. arXiv.(2020) P Le Bras, A Gharavi, DA Robb, AF Vidal, S Padilla, MJ Chantler arXiv preprint arXiv:2005.06380, 0 | 9 | |
| Efficient stochastic optimisation by unadjusted langevin monte carlo. application to maximum marginal likelihood and empirical bayesian estimation V De Bortoli, A Durmus, M Pereyra, AF Vidal arXiv preprint arXiv:1906.12281, 2019 | 6 | 2019 |
| Fast Bayesian model selection in imaging inverse problems using residuals AF Vidal, M Pereyra, A Durmus, JF Giovannelli 2021 IEEE Statistical Signal Processing Workshop (SSP), 91-95, 2021 | 5 | 2021 |
| Bayesian computation in imaging inverse problems with partially unknown models A Fernandez Vidal Heriot-Watt University, 2021 | | 2021 |
| Sensores piezoeléctricos para aplicaciones optoacústicas: Efectos de los procesos de relajación AF Vidal, MG González, P Sorichetti 2016 IEEE Biennial Congress of Argentina (ARGENCON), 1-5, 2016 | | 2016 |
Marcelo PereyraHeriot Watt University, School of Mathematical and Computer SciencesVerified email at hw.ac.uk
