M. A. Price

Latest

• Scalable and equivariant spherical CNNs by discrete-continuous (DISCO) convolutions
• Machine learning assisted Bayesian model comparison: learnt harmonic mean estimator
• Bayesian model comparison for simulation-based inference
• Mapping dark matter on the celestial sphere with weak gravitational lensing
• Bayesian variational regularization on the ball
• Sparse image reconstruction on the sphere: a general approach with uncertainty quantification
• Efficient generalized spherical CNNs
• Sparse Bayesian mass-mapping with uncertainties: full-sky observations on the celestial sphere
• Sparse Bayesian mass-mapping with uncertainties: hypothesis testing of structure
• Scale-discretised ridgelet transform on the sphere
• Sparse Bayesian mass-mapping with uncertainties
• Sparse Bayesian mass-mapping with uncertainties: local credible intervals
• Sparse Bayesian mass-mapping with uncertainties: peak statistics and feature locations