Search Results for author: M. J. Yantovski-Barth

Found 2 papers, 1 papers with code

IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priors

1 code implementation5 Jan 2025 Noé Dia, M. J. Yantovski-Barth, Alexandre Adam, Micah Bowles, Laurence Perreault-Levasseur, Yashar Hezaveh, Anna Scaife

Inferring sky surface brightness distributions from noisy interferometric data in a principled statistical framework has been a key challenge in radio astronomy.

Astronomy Image Reconstruction +1

Bayesian Imaging for Radio Interferometry with Score-Based Priors

no code implementations29 Nov 2023 Noe Dia, M. J. Yantovski-Barth, Alexandre Adam, Micah Bowles, Pablo Lemos, Anna M. M. Scaife, Yashar Hezaveh, Laurence Perreault-Levasseur

The inverse imaging task in radio interferometry is a key limiting factor to retrieving Bayesian uncertainties in radio astronomy in a computationally effective manner.

Astronomy Radio Interferometry +1

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