High-dimensional uncertainty estimation with sparse priors for radio interferometric imaging
Date
Jun 2017
Event
Statistical Foundations of Uncertainty Quantification for Inverse Problems
Location
University of Cambridge
UK
Jason McEwen
Professor of Astrostatistics
My research interests encompass a wide range of areas across scientific AI (including physics-enhanced AI, geometric AI, statistical AI, generative AI), astrostatistics, Bayesian inference, harmonic analysis, optimisation, and computational techniques. I focus mostly on scientific problems in astrophysics, primarily cosmology, but am also interested in problems in seismology, climate, medical imaging, and computer vision.