Concepedia

Marcelo Pereyra

MP

35

Publications

1.6K

Citations

21

H-Index

2012

Active since

Affiliations

University of Bristol(Current)

Heriot-Watt University

Institut Polytechnique de Bordeaux

Université Toulouse-I-Capitole

Institut de Recherche en Informatique de Toulouse

Marcelo Pereyra is an author at University of Bristol specializing in engineering, statistical inference, and statistics.

Top concepts

EngineeringStatistical InferenceStatisticsInverse ProblemsData ScienceBayesian MethodsBiomedical ImagingRadiologyImage AnalysisMedical Imaging

Publications per year

2012–2024

35

Publications

35

Bayesian computation: a summary of the current state, and samples backwards and forwards

Peter J. Green, Krzysztof Łatuszyński, Marcelo Pereyra et al. · Statistics and Computing · 2015 · 189 citations · Full text

Efficient Bayesian Computation by Proximal Markov Chain Monte Carlo: When Langevin Meets Moreau

Alain Durmus, Éric Moulines, Marcelo Pereyra · SIAM Journal on Imaging Sciences · 2018 · 156 citations

Image Reconstruction, Engineering, Markov Chain Monte Carlo +23

Proximal Markov chain Monte Carlo algorithms

Marcelo Pereyra · Statistics and Computing · 2015 · 146 citations · Full text

A Survey of Stochastic Simulation and Optimization Methods in Signal Processing

Marcelo Pereyra, Philip Schniter, Émilie Chouzenoux et al. · IEEE Journal of Selected Topics in Signal Processing · 2015 · 131 citations · Full text

Sampling (Signal Processing), Engineering, Multi-rate Signal Processing +21

Bayesian Imaging Using Plug & Play Priors: When Langevin Meets Tweedie

Rémi Laumont, Valentin De Bortoli, Andrés Almansa et al. · SIAM Journal on Imaging Sciences · 2022 · 78 citations

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