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Matthew A. Price
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Efficient generalized spherical CNNs
OJ Cobb, CGR Wallis, AN Mavor-Parker, A Marignier, MA Price, ...
arXiv preprint arXiv:2010.11661, 2020
312020
Mapping dark matter on the celestial sphere with weak gravitational lensing
CGR Wallis, MA Price, JD McEwen, TD Kitching, B Leistedt, A Plouviez
Monthly Notices of the Royal Astronomical Society 509 (3), 4480-4497, 2022
272022
Sparse Bayesian mass-mapping with uncertainties: Full sky observations on the celestial sphere
MA Price, JD McEwen, L Pratley, TD Kitching
Monthly Notices of the Royal Astronomical Society 500 (4), 5436-5452, 2021
212021
Sparse Bayesian mass mapping with uncertainties: local credible intervals
MA Price, X Cai, JD McEwen, M Pereyra, TD Kitching, ...
Monthly Notices of the Royal Astronomical Society 492 (1), 394-404, 2020
182020
Scale-discretised ridgelet transform on the sphere
JD McEwen, MA Price
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
132019
Sparse Bayesian mass mapping with uncertainties: peak statistics and feature locations
MA Price, JD McEwen, X Cai, TD Kitching
Monthly Notices of the Royal Astronomical Society 489 (3), 3236-3250, 2019
82019
Scalable and equivariant spherical CNNs by discrete-continuous (DISCO) convolutions
J Ocampo, MA Price, JD McEwen
arXiv preprint arXiv:2209.13603, 2022
72022
Sparse Bayesian mass mapping with uncertainties: hypothesis testing of structure
MA Price, JD McEwen, X Cai, TD Kitching, CGR Wallis, ...
Monthly Notices of the Royal Astronomical Society 506 (3), 3678-3690, 2021
72021
Machine learning assisted Bayesian model comparison: learnt harmonic mean estimator
JD McEwen, CGR Wallis, MA Price, AS Mancini
arXiv preprint arXiv:2111.12720, 2021
62021
Bayesian model comparison for simulation-based inference
A Spurio Mancini, MM Docherty, MA Price, JD McEwen
RAS Techniques and Instruments 2 (1), 710-722, 2023
42023
Sparse image reconstruction on the sphere: a general approach with uncertainty quantification
MA Price, L Pratley, JD McEwen
arXiv preprint arXiv:2105.04935, 2021
42021
Proximal nested sampling with data-driven priors for physical scientists
JD McEwen, TI Liaudat, MA Price, X Cai, M Pereyra
Physical Sciences Forum 9 (1), 13, 2023
12023
Scalable Bayesian uncertainty quantification with data-driven priors for radio interferometric imaging
TI Liaudat, M Mars, MA Price, M Pereyra, MM Betcke, JD McEwen
arXiv preprint arXiv:2312.00125, 2023
12023
Learned harmonic mean estimation of the marginal likelihood with normalizing flows
A Polanska, MA Price, A Spurio Mancini, JD McEwen
Physical Sciences Forum 9 (1), 10, 2023
12023
Bayesian variational regularization on the ball
MA Price, JD McEwen
arXiv preprint arXiv:2105.05518, 2021
12021
Differentiable and accelerated wavelet transforms on the sphere and ball
MA Price, A Polanska, J Whitney, JD McEwen
arXiv preprint arXiv:2402.01282, 2024
2024
Differentiable and accelerated spherical harmonic and Wigner transforms
MA Price, JD McEwen
arXiv preprint arXiv:2311.14670, 2023
2023
Fast emulation of anisotropies induced in the cosmic microwave background by cosmic strings
MA Price, M Mars, MM Docherty, AS Mancini, A Marignier, J McEwen
arXiv preprint arXiv:2307.04798, 2023
2023
Sparse Bayesian mass-mapping with uncertainties
MA Price, JD McEwen, X Cai, TD Kitching, CGR Wallis, M Pereyra
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Articles 1–19