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Matthew A. Price
Matthew A. Price
Research Fellow, University College London
在 ucl.ac.uk 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Efficient generalized spherical CNNs
OJ Cobb, CGR Wallis, AN Mavor-Parker, A Marignier, MA Price, ...
arXiv preprint arXiv:2010.11661, 2020
412020
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
282022
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
282021
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
232020
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
212023
Scale-discretised ridgelet transform on the sphere
JD McEwen, MA Price
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
142019
Machine learning assisted Bayesian model comparison: learnt harmonic mean estimator
JD McEwen, CGR Wallis, MA Price, AS Mancini
arXiv preprint arXiv:2111.12720, 2021
122021
Scalable and equivariant spherical CNNs by discrete-continuous (DISCO) convolutions
J Ocampo, MA Price, JD McEwen
arXiv preprint arXiv:2209.13603, 2022
112022
The future of cosmological likelihood-based inference: accelerated high-dimensional parameter estimation and model comparison
D Piras, A Polanska, AS Mancini, MA Price, JD McEwen
arXiv preprint arXiv:2405.12965, 2024
102024
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
102019
Scalable Bayesian uncertainty quantification with data-driven priors for radio interferometric imaging
TI Liaudat, M Mars, MA Price, M Pereyra, MM Betcke, JD McEwen
RAS Techniques and Instruments 3 (1), 505-534, 2024
92024
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
92021
Differentiable and accelerated spherical harmonic and Wigner transforms
MA Price, JD McEwen
Journal of Computational Physics 510, 113109, 2024
82024
Learned harmonic mean estimation of the Bayesian evidence with normalizing flows
A Polanska, MA Price, D Piras, AS Mancini, JD McEwen
arXiv preprint arXiv:2405.05969, 2024
72024
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
62023
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
32023
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
22023
Generative models of astrophysical fields with scattering transforms on the sphere
L Mousset, E Allys, MA Price, J Aumont, JM Delouis, L Montier, ...
Astronomy & Astrophysics 691, A269, 2024
12024
Differentiable and accelerated wavelet transforms on the sphere and ball
MA Price, A Polanska, J Whitney, JD McEwen
arXiv preprint arXiv:2402.01282, 2024
12024
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