Marcelo Pereyra

Identifiers

• name variant Marcelo Pereyra 0.60 · backfill

Papers (17)

1. Self-Supervised Conformal Prediction with Equivariant Bootstrapping for Image Uncertainty Quantification stat.ME · 2026 · author #3
2. Consistency Regularised Gradient Flows for Inverse Problems stat.ML · 2026 · author #3
3. Bayesian model selection and misspecification testing in imaging inverse problems only from noisy and partial measurements eess.IV · 2025 · author #2
4. Scalable Bayesian uncertainty quantification in imaging inverse problems via convex optimization stat.ME · 2018 · author #2
5. Uncertainty quantification for radio interferometric imaging: II. MAP estimation astro-ph.IM · 2017 · author #2
6. Uncertainty quantification for radio interferometric imaging: I. proximal MCMC methods astro-ph.IM · 2017 · author #2
7. Sampling from a log-concave distribution with compact support with proximal Langevin Monte Carlo stat.ME · 2017 · author #4
8. Efficient Bayesian computation by proximal Markov chain Monte Carlo: when Langevin meets Moreau stat.CO · 2016 · author #3
9. Revisiting maximum-a-posteriori estimation in log-concave models math.ST · 2016 · author #1
10. Maximum-a-posteriori estimation with Bayesian confidence regions stat.ME · 2016 · author #1
11. A Survey of Stochastic Simulation and Optimization Methods in Signal Processing cs.IT · 2015 · author #1
12. Fast unsupervised Bayesian image segmentation with adaptive spatial regularisation stat.CO · 2015 · author #1
13. Bayesian nonlinear hyperspectral unmixing with spatial residual component analysis stat.ME · 2014 · author #2
14. Discussion of "Geodesic Monte Carlo on Embedded Manifolds" stat.CO · 2013 · author #8
15. Proximal Markov chain Monte Carlo algorithms stat.ME · 2013 · author #1
16. Estimating the granularity coefficient of a Potts-Markov random field within an MCMC algorithm stat.CO · 2012 · author #1
17. Computing the Cramer-Rao bound of Markov random field parameters: Application to the Ising and the Potts models stat.CO · 2012 · author #1

Mentions

• 1505.00273 #1 · backfill · confidence 0.70 Marcelo Pereyra
• 1502.01400 #1 · backfill · confidence 0.70 Marcelo Pereyra
• 1412.4681 #2 · backfill · confidence 0.70 Marcelo Pereyra
• 2510.27663 #2 · arxiv_oai · confidence 0.70 Marcelo Pereyra
• 1311.1129 #8 · backfill · confidence 0.70 Marcelo Pereyra
• 1306.0187 #1 · backfill · confidence 0.70 Marcelo Pereyra
• 1207.5355 #1 · backfill · confidence 0.70 Marcelo Pereyra
• 1206.3985 #1 · backfill · confidence 0.70 Marcelo Pereyra
• 2605.18655 #3 · arxiv_oai · confidence 0.70 Marcelo Pereyra

Frequent Coauthors

• Jason D. McEwen 3 shared papers
• Jean-Yves Tourneret 3 shared papers
• Alain Durmus 2 shared papers
• Hadj Batatia 2 shared papers
• Nicolas Dobigeon 2 shared papers
• Steve McLaughlin 2 shared papers
• Xiaohao Cai 2 shared papers
• Alessio Spagnoletti 1 shared papers
• Alfred Hero 1 shared papers
• Audrey Repetti 1 shared papers
• Babak Shahbaba 1 shared papers
• Christof Seiler 1 shared papers
• Daniel Simpson 1 shared papers
• Emilie Chouzenoux 1 shared papers
• \'Eric Moulines 1 shared papers
• Eric Moulines 1 shared papers
• Henry J. Aldridge 1 shared papers
• Ian L. Dryden 1 shared papers
• Jean-Christophe Pesquet 1 shared papers
• Jeffrey Streets 1 shared papers