M. Pereyra

Latest

• Scalable Bayesian uncertainty quantification with data-driven priors for radio interferometric imaging
• Proximal nested sampling with data-driven priors for physical scientists
• Proximal nested sampling for high-dimensional Bayesian model selection
• Quantifying uncertainty in high dimensional inverse problems by convex optimisation
• Radio interferometric imaging with uncertainties
• Sparse Bayesian mass-mapping with uncertainties
• Sparse Bayesian mass-mapping with uncertainties: local credible intervals
• Uncertainty quantification for radio interferometric imaging: I. proximal MCMC methods
• Uncertainty quantification for radio interferometric imaging: II. MAP estimation