9 citations · 12 across the 5 of their papers we have counts for
5 papers
A note on conditional densities, Bayes' rule, and recent criticisms of Bayesian inference
Alex Yan, Cathal Mills, Augustin Marignier +2
When performing Bayesian inference, we frequently need to work with conditional probability densities. For example, the posterior function is the conditional density of the paramet…
Fast emulation of anisotropies induced in the cosmic microwave background by cosmic strings
Matthew A. Price, Matthijs Mars, Matthew M. Docherty +3
Cosmic strings are linear topological defects that may have been produced during symmetry-breaking phase transitions in the very early Universe. In an expanding Universe the existe…
Sparse Bayesian mass-mapping using trans-dimensional MCMC
Augustin Marignier, Thomas Kitching, Jason D. McEwen +1
Uncertainty quantification is a crucial step of cosmological mass-mapping that is often ignored. Suggested methods are typically only approximate or make strong assumptions of Gaus…
Posterior sampling for inverse imaging problems on the sphere in seismology and cosmology
Augustin Marignier, Jason D. McEwen, Ana M. G. Ferreira +1
Inverse problems defined on the sphere arise in many fields, including seismology and cosmology where problems are defined on the globe and the cosmic sphere. These are generally h…
Efficient Generalized Spherical CNNs
Oliver J. Cobb, Christopher G. R. Wallis, Augustine N. Mavor-Parker +4
Many problems across computer vision and the natural sciences require the analysis of spherical data, for which representations may be learned efficiently by encoding equivariance…