2 papers
astro-ph.IM2024
Uncertainty quantification for fast reconstruction methods using augmented equivariant bootstrap: Application to radio interferometry
Mostafa Cherif, Tobías I. Liaudat, Jonathan Kern +2
The advent of next-generation radio interferometers like the Square Kilometer Array promises to revolutionise our radio astronomy observational capabilities. The unprecedented volu…
stat.ML2018
Sparse component separation from Poisson measurements
I. El Hamzaoui, J. Bobin
Blind source separation (BSS) aims at recovering signals from mixtures. This problem has been extensively studied in cases where the mixtures are contaminated with additive Gaussia…