Jason D. McEwen

Latest

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