E-LIB Suche - Ergebnisse für: Pereyra Marcelo

1

Scalable Bayesian uncertainty quantification with data-driv..:

Liaudat, Tobías I ; Mars, Matthijs ; Price, Matthew A...
RAS Techniques and Instruments. , 2024

Link: https://doi.org/10.1093/..

2

Accelerated Bayesian Imaging by Relaxed Proximal-Point Lang..:

Klatzer, Teresa ; Dobson, Paul ; Altmann, Yoann...
SIAM Journal on Imaging Sciences. 17 (2024) 2 - p. 1078-1117 , 2024

Link: https://doi.org/10.1137/..

3

Marginal Likelihood Estimation in Semiblind Image Deconvolu..:

Mbakam, Charlesquin Kemajou ; Pereyra, Marcelo ; Giovannelli, Jean-François
SIAM Journal on Imaging Sciences. 17 (2024) 2 - p. 1206-1254 , 2024

Link: https://doi.org/10.1137/..

4

An optimal Bayesian strategy for comparing Wiener-Hunt deco..:

Harroué, Benjamin ; Giovannelli, Jean-Francois ; Pereyra, Marcelo
Inverse Problems. , 2024

Link: https://doi.org/10.1088/..

5

Efficient Bayesian Computation for Low-Photon Imaging Probl..:

Melidonis, Savvas ; Dobson, Paul ; Altmann, Yoann..
SIAM Journal on Imaging Sciences. 16 (2023) 3 - p. 1195-1234 , 2023

Link: https://doi.org/10.1137/..

6

Learned Reconstruction Methods With Convergence Guarantees:..:

Mukherjee, Subhadip ; Hauptmann, Andreas ; Oktem, Ozan..
IEEE Signal Processing Magazine. 40 (2023) 1 - p. 164-182 , 2023

Link: https://doi.org/10.1109/..

7

On Maximum a Posteriori Estimation with Plug & Play Priors ..:

Laumont, Rémi ; De Bortoli, Valentin ; Almansa, Andrés...
Journal of Mathematical Imaging and Vision. 65 (2023) 1 - p. 140-163 , 2023

Link: https://doi.org/10.1007/..

8

A Bayesian approach for CT reconstruction with defect detec..:

Christensen, Silja L ; Riis, Nicolai A B ; Pereyra, Marcelo.
Inverse Problems. 40 (2023) 2 - p. 025003 , 2023

Link: https://doi.org/10.1088/..

9

The Split Gibbs Sampler Revisited: Improvements to Its Algo..:

Pereyra, Marcelo ; Vargas-Mieles, Luis A. ; Zygalakis, Konstantinos C.
SIAM Journal on Imaging Sciences. 16 (2023) 4 - p. 2040-2071 , 2023

Link: https://doi.org/10.1137/..

10

Bayesian Imaging Using Plug & Play Priors: When Langevin Me..:

Laumont, Rémi ; Bortoli, Valentin De ; Almansa, Andrés...
SIAM Journal on Imaging Sciences. 15 (2022) 2 - p. 701-737 , 2022

Link: https://doi.org/10.1137/..

11

A Proximal Markov Chain Monte Carlo Method for Bayesian Inf..:

Durmus, Alain ; Moulines, Éric ; Pereyra, Marcelo
SIAM Review. 64 (2022) 4 - p. 991-1028 , 2022

Link: https://doi.org/10.1137/..

12

Bayesian Imaging with Data-Driven Priors Encoded by Neural ..:

Holden, Matthew ; Pereyra, Marcelo ; Zygalakis, Konstantinos C.
SIAM Journal on Imaging Sciences. 15 (2022) 2 - p. 892-924 , 2022

Link: https://doi.org/10.1137/..

13

Proximal nested sampling for high-dimensional Bayesian mode..:

Cai, Xiaohao ; McEwen, Jason D. ; Pereyra, Marcelo
Statistics and Computing. 32 (2022) 5 - p. , 2022

Link: https://doi.org/10.1007/..

14

Fast Bayesian Model Selection in Imaging Inverse Problems U..:

, In: 2021 IEEE Statistical Signal Processing Workshop (SSP),

Vidal, Ana Fernandez ; Pereyra, Marcelo ; Durmus, Alain. - p. 91-95 , 2021

Link: https://doi.org/10.1109/..

15

Efficient stochastic optimisation by unadjusted Langevin Mo..:

De Bortoli, Valentin ; Durmus, Alain ; Pereyra, Marcelo.
Statistics and Computing. 31 (2021) 3 - p. , 2021

Link: https://doi.org/10.1007/..