Publications | Jason McEwen

J. Whitney, T. Liaudat, M. A. Price, M. Mars, J. D. McEwen (2024). Generative modelling for mass-mapping with fast uncertainty quantification. Mon. Not. Roy. Astron. Soc., submitted.

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A. Spurio Mancini, K. Lin, J. D. McEwen (2024). Field-level cosmological model selection: simulation-based inference for Stage IV cosmic shear can distinguish dynamical dark energy. Phys. Rev. D., submitted.

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K. Lin, B. Joachimi, J. D. McEwen (2024). Simulation-based inference with scattering representations: scattering is all you need. Proceedings of the Machine Learning and Physical Sciences Workshop as part of the 38th International Conference on Neural Information Processing Systems (NeurIPS).

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A. Polanska, T. Wouters, T. H. Pang, K. W. K. Wong, J. D. McEwen (2024). Accelerated Bayesian parameter estimation and model selection for gravitational waves with normalizing flows. Proceedings of the Machine Learning and Physical Sciences Workshop as part of the 38th International Conference on Neural Information Processing Systems (NeurIPS).

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Euclid Collaboration: Tessore et al. (2024). Euclid preparation. Angular power spectra from discrete observations. Astron. & Astrophys., submitted.

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L. Mousset, E. Allys, M. A. Price, J. Aumont, J. -M. Delouis, L. Montier, J. D. McEwen (2024). Generative models of astrophysical fields with scattering transforms on the sphere. Astron. & Astrophys., in press.

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J. Whitney, T. Liaudat, M. A. Price, M. Mars, J. D. McEwen (2024). Using conditional GANs for convergence map reconstruction with uncertainties. 58th Rencontres de Moriond.

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L. Mousset, E. Allys, M. A. Price, J. Aumont, J. -M. Delouis, L. Montier, J. D. McEwen (2024). Scattering transforms on the sphere: application to large scale structure modelling. 58th Rencontres de Moriond.

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D. Piras, A. Polanska, A. Spurio Mancini, M. A. Price, J. D. McEwen (2024). The future of cosmological likelihood-based inference: accelerated high-dimensional parameter estimation and model comparison. Open J. Astrophys..

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Euclid Collaboration: Mellier et al. (2024). Euclid. I. Overview of the Euclid mission. Astron. & Astrophys., in press.

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M. Mars, M. M. Betcke, J. D. McEwen (2024). Learned radio interferometric imaging for varying visibility coverage. Roy. Astron. Soc. Tech. & Instrum., submitted.

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A. Polanska, M. A. Price, D. Piras, A. Spurio Mancini, J. D. McEwen (2024). Learned harmonic mean estimation of the Bayesian evidence with normalizing flows. Open J. Astrophys., submitted.

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T. Allam Jr., J. D. McEwen (2024). Paying Attention to Astronomical Transients: Introducing the Time-series Transformer for Photometric Classification. Roy. Astron. Soc. Tech. & Instrum..

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M. A. Price, A. Polanska, J. Whitney, J. D. McEwen (2024). Differentiable and accelerated wavelet transforms on the sphere and ball. Journal of Computational Physics, submitted.

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M. A. Price, J. D. McEwen (2024). Differentiable and accelerated spherical harmonic and Wigner transforms. Journal of Computational Physics.

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J. Y. H. Chan, Q. Han, K. Wu, J. D. McEwen (2024). A covariant formulation for cosmological radiative transfer of the 21-cm line. Mon. Not. Roy. Astron. Soc..

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T. I. Liaudat, M. Mars, M. A. Price, M. Pereyra, M. M. Betcke, J. D. McEwen (2023). Scalable Bayesian uncertainty quantification with data-driven priors for radio interferometric imaging. Roy. Astron. Soc. Tech. & Instrum..

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M. A. Price, M. Mars, M. M. Docherty, A. Spurio Mancini, A. Marignier, J. D. McEwen (2023). Fast emulation of anisotropies induced in the cosmic microwave background by cosmic strings. Open J. Astrophys..

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A. Spurio Mancini, M. M. Docherty, M. A. Price, J. D. McEwen (2023). Bayesian model comparison for simulation-based inference. Roy. Astron. Soc. Tech. & Instrum..

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J. D. McEwen, T. I. Liaudat, M. A. Price, X. Cai, M. Pereyra (2023). Proximal nested sampling with data-driven priors for physical scientists. International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering.

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A. Polanska, M. A. Price, A. Spurio Mancini, J. D. McEwen (2023). Learned harmonic mean estimation of the marginal likelihood with normalizing flows. International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering.

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J. Ocampo, M. A. Price, J. D. McEwen (2023). Scalable and equivariant spherical CNNs by discrete-continuous (DISCO) convolutions. International Conference on Learning Representations (ICLR).

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T. Allam Jr., J. D. McEwen (2023). The tiny time-series Transformer: low-latency high-throughput classification of astronomical transients using deep model compression. Roy. Astron. Soc. Tech. & Instrum., submitted.

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C. S. Alves, H. V. Peiris, M. Lochner, J. D. McEwen, R. Kessler (2023). Impact of Rubin Observatory cadence choices on supernovae photometric classification. Astrophys. J. Supp..

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A. Marignier, T. D. Kitching, J. D. McEwen, A. M. G. Ferreira (2023). Sparse Bayesian mass-mapping using trans-dimensional MCMC. Open J. Astrophys..

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D. Munshi, G. Jung, T. D. Kitching, J. D. McEwen, M. Liguori, T. Namikawa, A. Heavens (2023). Position-dependent correlation function of weak lensing convergence. Astrophys. J..

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M. Mars, M. M. Betcke, J. D. McEwen (2023). Learned Interferometric Imaging for the SPIDER Instrument. Roy. Astron. Soc. Tech. & Instrum..

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J. D. McEwen, C. G. R. Wallis, M. A. Price, A. Spurio Mancini (2022). Machine learning assisted Bayesian model comparison: learnt harmonic mean estimator. Statistics & Computing, submitted.

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T. Goodwin-Allcock, J. D. McEwen, P. Nachev, H. Zhang R. Gray (2022). How can spherical CNNs benefit ML-based diffusion MRI parameter estimation?. Computational Diffusion MRI.

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D. Munshi, H. Lee, C. Dvorkin, J. D. McEwen (2022). Weak lensing trispectrum and kurt-spectra. J. Cosmol. Astropart. P..

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A. Marignier, J. D. McEwen, A. M. G. Ferreira, T. D. Kitching (2022). Posterior sampling for inverse imaging problems on the sphere in seismology and cosmology. Roy. Astron. Soc. Tech. & Instrum..

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X. Cai, J. D. McEwen, M. Pereyra (2022). Proximal nested sampling for high-dimensional Bayesian model selection. Statistics & Computing.

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D. Munshi, R. Takahashi, J. D. McEwen (2022). On weak lensing response functions. J. Cosmol. Astropart. P..

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P. J. Roddy, J. D. McEwen (2022). Slepian scale-discretised wavelets on the sphere. IEEE Trans. Sig. Proc..

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J. D. McEwen, C. G. R. Wallis, A. N. Mavor-Parker (2022). Scattering networks on the sphere for scalable and rotationally equivariant spherical CNNs. International Conference on Learning Representations (ICLR).

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C. G. R. Wallis, M. A. Price, J. D. McEwen, T. D. Kitching, B. Leistedt, A. Plouviez (2022). Mapping dark matter on the celestial sphere with weak gravitational lensing. Mon. Not. Roy. Astron. Soc..

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C. S. Alves, H. V. Peiris, M. Lochner, J. D. McEwen, T. Allam Jr., R. Biswas (2022). Considerations for optimizing photometric classification of supernovae from the Rubin Observatory. Astrophys. J. Supp..

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D. Munshi, R. Takahashi, J. D. McEwen, T. D. Kitching, F. R. Bouchet (2022). A new estimator for phase statistics. J. Cosmol. Astropart. P..

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I. Arshad, P. De Mello, M. Ender, J. D. McEwen, E. R. Ferré (2021). Reducing cybersickness in 360-degree virtual reality. Multisensory Research.

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M. A. Price, L. Pratley, J. D. McEwen (2021). Sparse image reconstruction on the sphere: a general approach with uncertainty quantification. IEEE Trans. Image Proc., submitted.

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M. A. Price, J. D. McEwen (2021). Bayesian variational regularization on the ball. IEEE Sig. Proc. Let., submitted.

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O. J. Cobb, C. G. R. Wallis, A. N. Mavor-Parker, A. Marignier, M. A. Price, M. d’Avezac, J. D. McEwen (2021). Efficient generalized spherical CNNs. International Conference on Learning Representations (ICLR).

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L. Pratley, J. D. McEwen (2021). Sparse image reconstruction for the SPIDER optical interferometric telescope. 9th International Conference on Photonics, Optics and Laser Technology.

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M. A. Price, J. D. McEwen, X. Cai, T. D. Kitching, C. G. R. Wallis (2021). Sparse Bayesian mass-mapping with uncertainties: hypothesis testing of structure. Mon. Not. Roy. Astron. Soc..

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M. A. Price, J. D. McEwen, L. Pratley, T. D. Kitching (2021). Sparse Bayesian mass-mapping with uncertainties: full-sky observations on the celestial sphere. Mon. Not. Roy. Astron. Soc..

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P. J. Roddy, J. D. McEwen (2021). Sifting convolution on the sphere. IEEE Sig. Proc. Let..

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A. Aslam, Z. Khalid, J. D. McEwen (2021). Multiscale optimal filtering on the sphere. IEEE Sig. Proc. Let..

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D. Munshi, T. Namikawa, J. D. McEwen, T. D. Kitching, F. R. Bouchet (2021). Morphology of weak lensing convergence maps. Mon. Not. Roy. Astron. Soc..

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K. Sooknunan, M. Lochner, Bruce A. Bassett, H. V. Peiris, R. Fender, A. J. Stewart, M. Pietka, P. A. Woudt, J. D. McEwen, O. Lahav (2021). Classification of multiwavelength transients with machine learning. Mon. Not. Roy. Astron. Soc..

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L. Pratley, M. Johnston-Hollitt, J. D. McEwen (2020). Novel perspectives gained from new reconstruction algorithms. XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science.

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X. Cai, L. Pratley, J. D. McEwen (2020). Offline and online reconstruction for radio interferometric imaging. XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science.

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D. Munshi, T. Namikawa, T. D. Kitching, J. D. McEwen, F. R. Bouchet (2020). Weak lensing skew-spectrum. Mon. Not. Roy. Astron. Soc..

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D. Munshi, J. D. McEwen (2020). Higher-order spectra of weak lensing convergence maps in parameterized theories of modified gravity. Mon. Not. Roy. Astron. Soc..

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L. Pratley, M. Johnston-Hollitt, J. D. McEwen (2020). $w$-stacking $w$-projection hybrid algorithm for wide-field interferometric imaging: implementation details and improvements. P. Astron. Soc. Aust..

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X. Cai, C. G. R. Wallis, J. Y. H. Chan, J. D. McEwen (2020). Wavelet-based segmentation on the sphere. Pattern Recognition.

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D. Munshi, T. Namikawa, T. D. Kitching, J. D. McEwen, R. Takahashi, F. R. Bouchet, A. Taruya, B. Bose (2020). The weak lensing bispectrum induced by gravity. Mon. Not. Roy. Astron. Soc..

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Planck Collaboration LVII (2020). Planck intermediate results. LVII. Joint Planck LFI and HFI data processing. Astron. & Astrophys..

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Planck Collaboration LVI (2020). Planck intermediate results. LVI. Detection of the CMB dipole through modulation of the thermal Sunyaev-Zeldovich effect: Eppur si muove II. Astron. & Astrophys..

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Planck Collaboration LV (2020). Planck intermediate results. LV. Reliability and thermal properties of high-frequency sources in the Second Planck Catalogue of Compact Sources. Astron. & Astrophys..

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Planck Collaboration XII (2020). Planck 2018 results. XII. Galactic astrophysics using polarized dust emission. Astron. & Astrophys..

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Planck Collaboration XI (2020). Planck 2018 results. XI. Polarized dust foregrounds. Astron. & Astrophys..

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Planck Collaboration X (2020). Planck 2018 results. X. Constraints on inflation. Astron. & Astrophys..

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Planck Collaboration VIII (2020). Planck 2018 results. VIII. Gravitational lensing. Astron. & Astrophys..

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Planck Collaboration VII (2020). Planck 2018 results. VII. Isotropy and statistics. Astron. & Astrophys..

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Planck Collaboration VI (2020). Planck 2018 results. VI. Cosmological parameters. Astron. & Astrophys..

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Planck Collaboration V (2020). Planck 2018 results. V. Power spectra and likelihoods. Astron. & Astrophys..

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Planck Collaboration IX (2020). Planck 2018 results. IX. Constraints on primordial non-Gaussianity. Astron. & Astrophys..

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Planck Collaboration IV (2020). Planck 2018 results. IV. Diffuse component separation. Astron. & Astrophys..

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Planck Collaboration III (2020). Planck 2018 results. III. High Frequency Instrument data processing. Astron. & Astrophys..

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Planck Collaboration II (2020). Planck 2018 results. II. Low Frequency Instrument data processing. Astron. & Astrophys..

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Planck Collaboration I (2020). Planck 2018 results. I. Overview, and the cosmological legacy of Planck. Astron. & Astrophys..

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D. Munshi, J. D. McEwen, T. D. Kitching, P. Fosalba, R. Teyssier, J. Stadel (2020). Estimating the integrated bispectrum from weak lensing maps. J. Cosmol. Astropart. P..

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L. Pratley, J. D. McEwen (2019). Load balancing for distributed interferometric image reconstruction. Mon. Not. Roy. Astron. Soc., submitted.

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L. Pratley, J. D. McEwen, M. d’Avezac, X. Cai, D. Perez-Suarez, I. Christidi, R. Guichard (2019). Distributed and parallel sparse convex optimization for radio interferometry with PURIFY. Astron. Comput., submitted.

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L. Pratley, M. Johnston-Hollitt, J. D. McEwen (2019). Wide-field interferometric imaging via distributed sparse image reconstruction. Biomedical and Astronomical Signal Processing Frontiers (BASP).

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M. A. Price, J. D. McEwen, X. Cai, T. D. Kitching (2019). Sparse Bayesian mass-mapping with uncertainties: peak statistics and feature locations. Mon. Not. Roy. Astron. Soc..

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M. A. Price, X. Cai, J. D. McEwen, M. Pereyra, T. D. Kitching (2019). Sparse Bayesian mass-mapping with uncertainties: local credible intervals. Mon. Not. Roy. Astron. Soc..

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M. A. Price, J. D. McEwen, X. Cai, T. D. Kitching, C. G. R. Wallis, M. Pereyra (2019). Sparse Bayesian mass-mapping with uncertainties. Biomedical and Astronomical Signal Processing Frontiers (BASP).

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J. D. McEwen, M. A. Price (2019). Scale-discretised ridgelet transform on the sphere. 27th European Signal Processing Conference (EUSIPCO).

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X. Cai, M. Pereyra, J. D. McEwen (2019). Radio interferometric imaging with uncertainties. Biomedical and Astronomical Signal Processing Frontiers (BASP).

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A. Malyali, M. Rivi, F. B. Abdalla, J. D. McEwen (2019). Radio galaxy detection in the visibility domain. Mon. Not. Roy. Astron. Soc..

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X. Cai, M. Pereyra, J. D. McEwen (2019). Quantifying uncertainty in high dimensional inverse problems by convex optimisation. 27th European Signal Processing Conference (EUSIPCO).

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J. Y. H. Chan, K. Wu, A. Y. L. On, D. J. Barnes, J. D. McEwen, T. D. Kitching (2019). Polarised radiative transfer on cosmological scales for investigating large-scale magnetic field structures. Mon. Not. Roy. Astron. Soc..

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T. Allam Jr, R. Biswas, R. Hlŏzek, M. Lochner, J. D. McEwen, H. V. Peiris, C. Setzer (2019). Optimising the LSST observing strategy for Supernova light curve classification with machine learning. Biomedical and Astronomical Signal Processing Frontiers (BASP).

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X. Cai, L. Pratley, J. D. McEwen (2019). Online radio interferometric imaging: assimilating and discarding visibilities on arrival. Mon. Not. Roy. Astron. Soc..

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P. L. Taylor, T. D. Kitching, J. D. McEwen (2019). Non-parametric cosmology with cosmic shear. Phys. Rev. D..

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P. L. Taylor, T. D. Kitching, J. Alsing, B. D. Wandelt, S. M. Feeney, J. D. McEwen (2019). Cosmic shear: inference from forward models. Phys. Rev. D..

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C. Skipper, A. M. M. Scaife, J. D. McEwen (2019). Cleaning radio interferometric images using a spherical wavelet decomposition. Astron. Comput..

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L. Pratley, M. Johnston-Hollitt, J. D. McEwen (2019). A fast and exact $w$-stacking and $w$-projection hybrid algorithm for wide-field interferometric imaging. Astrophys. J..

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X. Cai, M. Pereyra, J. D. McEwen (2018). Uncertainty quantification for radio interferometric imaging: II. MAP estimation. Mon. Not. Roy. Astron. Soc..

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X. Cai, M. Pereyra, J. D. McEwen (2018). Uncertainty quantification for radio interferometric imaging: I. proximal MCMC methods. Mon. Not. Roy. Astron. Soc..

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P. L. Taylor, T. D. Kitching, J. D. McEwen, T. Tram (2018). Testing the cosmic shear spatially-flat universe approximation with GLaSS. Phys. Rev. D..

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L. Pratley, J. D. McEwen, M. d’Avezac, R. E. Carrillo, A. Onose, Y. Wiaux (2018). Robust sparse image reconstruction of radio interferometric observations with PURIFY. Mon. Not. Roy. Astron. Soc..

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P. L. Taylor, T. D. Kitching, J. D. McEwen (2018). Preparing for the cosmic shear data flood: optimal data extraction and simulation requirements for stage IV dark energy experiments. Phys. Rev. D..

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Planck Collaboration LIV (2018). Planck intermediate results. LIV. The Planck multi-frequency catalogue of non-thermal sources. Astron. & Astrophys..

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Planck Collaboration LIII (2018). Planck intermediate results. LIII. Detection of velocity dispersion from the kinetic Sunyaev-Zeldovich effect. Astron. & Astrophys..

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A. P. Bates, Z. Khalid, J. D. McEwen, R. A. Kennedy, A. Daducci, E. J. Canales-Rodríguez (2018). Optimal-dimensionality sampling and robust 3D diffusion signal reconstruction. IEEE Trans. Sig. Proc., submitted.

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J. D. McEwen, C. Durastanti, Y. Wiaux (2018). Localisation of directional scale-discretised wavelets on the sphere. Applied Comput. Harm. Anal..

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W. D. Jennings, C. A. Watkinson, F. B. Abdalla, J. D. McEwen (2018). Evaluating machine learning techniques for predicting power spectra from reionization simulations. Mon. Not. Roy. Astron. Soc..

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U. Elahi, Z. Khalid, R. A. Kennedy, J. D. McEwen (2018). An optimal-dimensionality sampling for spin-$s$ functions on the sphere. IEEE Sig. Proc. Let..

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J. D. McEwen, S. M. Feeney, H. V. Peiris, Y. Wiaux, C. Ringeval, F. R. Bouchet (2017). Wavelet-Bayesian inference of cosmic strings embedded in the cosmic microwave background. Mon. Not. Roy. Astron. Soc..

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X. Cai, C. G. R. Wallis, J. Y. H. Chan, J. D. McEwen (2017). Wavelet-based segmentation method for spherical images. Biomedical and Astronomical Signal Processing Frontiers (BASP).

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B. Leistedt, J. D. McEwen, M. Büttner, H. V. Peiris (2017). Wavelet reconstruction of $E$ and $B$ modes for CMB polarisation and cosmic shear analyses. Mon. Not. Roy. Astron. Soc..

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T. D Kitching, J. Alsing, A. F. Heavens, R. Jimenez, J. D. McEwen, L. Verde (2017). The limits of cosmic shear. Mon. Not. Roy. Astron. Soc..

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A. Dabbech, L. Wolz, L. Pratley, J. D. McEwen, Y. Wiaux (2017). The $w$-effect in interferometric imaging: from a fast sparse measurement operator to super-resolution. Mon. Not. Roy. Astron. Soc..

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C. G. R. Wallis, Y. Wiaux, J. D. McEwen (2017). Sparse image reconstruction on the sphere: analysis vs synthesis. IEEE Trans. Image Proc..

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J. Y. H. Chan, B. Leistedt, T. D. Kitching, J. D. McEwen (2017). Second-generation curvelets on the sphere. IEEE Trans. Sig. Proc..

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LSST Science Collaborations (2017). Science-driven optimization of the LSST observing strategy. arXiv.

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L. Pratley, J. D. McEwen, M. d’Avezac, R. E. Carrillo, A. Onose, Y. Wiaux (2017). PURIFYing real radio interferometric observations. Biomedical and Astronomical Signal Processing Frontiers (BASP).

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Planck Collaboration LII (2017). Planck intermediate results. LII. Planet flux densities. Astron. & Astrophys..

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Planck Collaboration LI (2017). Planck intermediate results. LI. Features in the cosmic microwave background temperature power spectrum and shifts in cosmological parameters. Astron. & Astrophys..

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Planck Collaboration L (2017). Planck intermediate results. L. Evidence of spatial variation of the polarized thermal dust spectral energy distribution and implications for CMB B-mode analysis. Astron. & Astrophys..

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W. Nafees, Z. Khalid, R. A. Kennedy, J. D. McEwen (2017). Optimal-dimensionality sampling on the sphere: improvements and variations. 12th International Conference on Sampling Theory and Applications (SampTA), invited contribution.

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A. P. Bates, Z. Khalid, R. A. Kennedy, J. D. McEwen (2017). Multi-shell sampling scheme with accurate and efficient transforms for diffusion MRI. Biomedical and Astronomical Signal Processing Frontiers (BASP).

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U. Elahi, Z. Khalid, R. A. Kennedy, J. D. McEwen (2017). Iterative residual fitting for spherical harmonic transform of band-limited signals on the sphere: generalization and analysis. 12th International Conference on Sampling Theory and Applications (SampTA).

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A. P. Bates, Z. Khalid, J. D. McEwen, R. A. Kennedy (2017). An optimal dimensionality multi-shell sampling scheme with accurate and efficient transforms for diffusion MRI. IEEE International Symposium on Biomedical Imaging (ISBI).

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J. -F. Robitaille, A. M. M. Scaife, E. Carretti, B. M. Gaensler, J. D. McEwen, B. Leistedt, M. Haverkorn, G. Bernardi, M. J. Kesteven, S. Poppi, L. Staveley-Smith (2017). A new perspective on turbulent Galactic magnetic fields through comparison of linear polarisation decomposition techniques. Mon. Not. Roy. Astron. Soc..

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K. K. Rogers, H. V. Peiris, B. Leistedt, J. D. McEwen, A. Pontzen (2016). Spin-SILC: CMB polarisation component separation with spin wavelets. Mon. Not. Roy. Astron. Soc..

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Z. Khalid, R. A. Kennedy, J. D. McEwen (2016). Slepian spatial-spectral concentration on the ball. Applied Comput. Harm. Anal..

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K. K. Rogers, H. V. Peiris, B. Leistedt, J. D. McEwen, A. Pontzen (2016). SILC: a new Planck Internal Linear Combination CMB temperature map using directional wavelets. Mon. Not. Roy. Astron. Soc..

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A. Onose, R. E. Carrillo, A. Repetti, J. D. McEwen, J. -P. Thiran, J. -C. Pesquet, Y. Wiaux (2016). Scalable splitting algorithms for big-data interferometric imaging in the SKA era. Mon. Not. Roy. Astron. Soc..

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Planck Collaboration XLVIII (2016). Planck intermediate results. XLVIII. Disentangling Galactic dust emission and cosmic infrared background anisotropies. Astron. & Astrophys..

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Planck Collaboration XLVII (2016). Planck intermediate results. XLVII. Planck constraints on reionization history. Astron. & Astrophys..

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Planck Collaboration XLVI (2016). Planck intermediate results. XLVI. Reduction of large-scale systematic effects in HFI polarization maps and estimation of the reionization optical depth. Astron. & Astrophys..

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Planck Collaboration XLIX (2016). Planck intermediate results. XLIX. Parity-violation constraints from polarization data. Astron. & Astrophys..

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Planck Collaboration XLIV (2016). Planck intermediate results. XLIV. Structure of the Galactic magnetic field from dust polarization maps of the southern Galactic cap. Astron. & Astrophys..

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Planck Collaboration XVIII (2016). Planck 2015 results. XVIII. Background geometry and topology of the Universe. Astron. & Astrophys..

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Planck Collaboration I (2016). Planck 2015 results. I. Overview of products and results. Astron. & Astrophys..

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M. Lochner, J. D. McEwen, H. V. Peiris, O. Lahav, M. Winter (2016). Photometric Supernova classification with machine learning. Astrophys. J. Supp..

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D. Saadeh, S. M. Feeney, A. Pontzen, H. V. Peiris, J. D. McEwen (2016). How isotropic is the universe?. Phys. Rev. Lett..

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Z. Khalid, S. Durrani, R. A. Kennedy, Y. Wiaux, J. D. McEwen (2016). Gauss-Legendre sampling on the rotation group. IEEE Sig. Proc. Let..

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P. Clarke, P. V. Coveney, A. F. Heavens, J. Jäykkä, B. Joachimi, A. Karastergiou, N. Konstantinidis, A. Korn, R. G. Mann, J. D. McEwen, S. de Ridder, S. Roberts, T. Scanlon, E. P. S. Shellard, J. A. Yates (2016). Big data in the physical sciences: challenges and opportunities. ATI Scoping Report.

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A. Onose, R. E. Carrillo, J. D. McEwen, Y. Wiaux (2016). A randomised primal-dual algorithm for distributed radio-interferometric imaging. 24th European Signal Processing Conference (EUSIPCO).

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D. Saadeh, S. M. Feeney, A. Pontzen, H. V. Peiris, J. D. McEwen (2016). A framework for testing isotropy with the cosmic microwave background. Mon. Not. Roy. Astron. Soc..

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R. E. Carrillo, J. D. McEwen, Y. Wiaux (2015). Why CLEAN when you can PURIFY? A new approach for next-generation radio interferometric imaging. Biomedical and Astronomical Signal Processing Frontiers (BASP).

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D. Bacon, S. Bridle, F. B. Abdalla, M. Brown, P. Bull, S. Camera, R. Fender, K. Grainge, Z. Ivezic, M. Jarvis, N. Jackson, D. Kirk, B. Mann, J. D. McEwen, J. McKean, J. A. Newman, A. Raccanelli, M. Sahlen, M. Santos, A. Tyson, G. -B. Zhao (2015). Synergy between the Large Synoptic Survey Telescope and the Square Kilometre Array. SKA Synergies Chapter, Advancing Astrophysics with the SKA.

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T. D. Kitching, D. Bacon, M. L. Brown, P. Bull, J. D. McEwen, M. Oguri, R. Scaramella, K. Takahashi, K. Wu, D. Yamauchi (2015). Euclid & SKA Synergies. SKA Synergies Chapter, Advancing Astrophysics with the SKA.

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J. D. McEwen, B. Leistedt, M. Büttner, H. V. Peiris, Y. Wiaux (2015). Directional spin wavelets on the sphere. IEEE Trans. Sig. Proc., submitted.

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B. Leistedt, J. D. McEwen, M. Buettner, H. V. Peiris, P. Vandergheynst, Y. Wiaux (2015). Analysing the polarisation of the CMB with spin scale-discretised wavelets. Biomedical and Astronomical Signal Processing Frontiers (BASP).

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J. D. McEwen, M. Büttner, B. Leistedt, H. V. Peiris, Y. Wiaux (2015). A novel sampling theorem on the rotation group. IEEE Sig. Proc. Let..

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B. Leistedt, J. D. McEwen, T. D. Kitching, H. V. Peiris (2015). 3D weak lensing with spin wavelets on the ball. Phys. Rev. D..

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S. M. Feeney, D. Marinucci, J. D. McEwen, H. V. Peiris, B. Wandelt, V. Cammarota (2014). Sparse inpainting and isotropy. J. Cosmol. Astropart. P..

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R. E. Carrillo, J. D. McEwen, Y. Wiaux (2014). PURIFY: a new approach to radio-interferometric imaging. Mon. Not. Roy. Astron. Soc..

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R. E. Carrillo, J. D. McEwen, Y. Wiaux (2014). PURIFY: a new algorithmic framework for next-generation radio-interferometric imaging. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), invited contribution.

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P. M. Sutter, B. D. Wandelt, J. D. McEwen, E. F. Bunn, A. Karakci, A. Korotkov, P. Timbie, G. S. Tucker, L. Zhang (2014). Probabilistic image reconstruction for radio interferometers. Mon. Not. Roy. Astron. Soc..

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Planck Collaboration XXVI (2014). Planck 2013 results. XXVI. Background geometry and topology of the Universe. Astron. & Astrophys..

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Planck Collaboration XXV (2014). Planck 2013 results. XXV. Searches for cosmic strings and other topological defects. Astron. & Astrophys..

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Planck Collaboration XXIII (2014). Planck 2013 results. XXIII. Isotropy and statistics of the CMB. Astron. & Astrophys..

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Planck Collaboration I (2014). Planck 2013 results. I. Overview of products and scientific results. Astron. & Astrophys..

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J. D. McEwen, M. Buettner, B. Leistedt, H. V. Peiris, P. Vandergheynst, Y. Wiaux (2014). On spin scale-discretised wavelets on the sphere for the analysis of CMB polarisation. Proceedings IAU Symposium No. 306, 2014.

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Z. Khalid, R. A. Kennedy, J. D. McEwen (2014). An optimal-dimensionality sampling scheme on the sphere with fast spherical harmonic transforms. IEEE Trans. Sig. Proc..

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L. Wolz, F. B. Abdallah, R. E. Carrillo, Y. Wiaux, J. D. McEwen (2013). The varying-$w$ spread spectrum effect for radio interferometric imaging. Biomedical and Astronomical Signal Processing Frontiers (BASP).

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R. E. Carrillo, J. D. McEwen, Y. Wiaux (2013). Sparsity averaging for radio interferometric imaging. Biomedical and Astronomical Signal Processing Frontiers (BASP).

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R. E. Carrillo, J. D. McEwen, D. Van De Ville, J. -Ph. Thiran, Y. Wiaux (2013). Sparsity averaging for compressive imaging. IEEE Sig. Proc. Let..

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J. D. McEwen, G. Puy, J. -Ph. Thiran, P. Vandergheynst, D. Van De Ville, Y. Wiaux (2013). Sparse image reconstruction on the sphere: implications of a new sampling theorem. IEEE Trans. Image Proc..

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B. Leistedt, J. D. McEwen, P. Vandergheynst, Y. Wiaux (2013). S2LET: A code to perform fast wavelet analysis on the sphere. Astron. & Astrophys..

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L. Wolz, J. D. McEwen, F. B. Abdalla, R. E. Carrillo, Y. Wiaux (2013). Revisiting the spread spectrum effect in radio interferometric imaging: a sparse variant of the $w$-projection algorithm. Mon. Not. Roy. Astron. Soc..

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J. D. McEwen, P. Vandergheynst, Y. Wiaux (2013). On the computation of directional scale-discretized wavelet transforms on the sphere. Wavelets and Sparsity XV, SPIE international symposium on optics and photonics, invited contribution.

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R. E. Carrillo, J. D. McEwen, Y. Wiaux (2013). On sparsity averaging. 10th International Conference on Sampling Theory and Applications (SampTA), invited contribution.

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S. M. Feeney, M. C. Johnson, J. D. McEwen, D. J. Mortlock, H. V. Peiris (2013). Hierarchical Bayesian detection algorithm for early-Universe relics in the cosmic microwave background. Phys. Rev. D..

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J. D. McEwen, B. Leistedt (2013). Fourier-Laguerre transform, convolution and wavelets on the ball. 10th International Conference on Sampling Theory and Applications (SampTA), invited contribution.

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B. Leistedt, J. D. McEwen (2013). Flaglets: Exact wavelets on the ball. Biomedical and Astronomical Signal Processing Frontiers (BASP).

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B. Leistedt, H. V. Peiris, J. D. McEwen (2013). Flaglets for studying the large-scale structure of the Universe. Wavelets and Sparsity XV, SPIE international symposium on optics and photonics, invited contribution.

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Z. Khalid, R. A. Kennedy, S. Durrani, P. Sadeghi, Y. Wiaux, J. D. McEwen (2013). Fast directional spatially localized spherical harmonic transform. IEEE Trans. Sig. Proc..

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R. A. Kennedy, P. Sadeghi, Z. Khalid, J. D. McEwen (2013). Classification and construction of closed-form kernels for signal representation on the 2-sphere. Wavelets and Sparsity XV, SPIE international symposium on optics and photonics, invited contribution.

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J. D. McEwen, T. Josset, S. M. Feeney, H. V. Peiris, A. N. Lasenby (2013). Bayesian analysis of anisotropic cosmologies: Bianchi VII$_h$ and WMAP. Mon. Not. Roy. Astron. Soc..

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R. E. Carrillo, J. D. McEwen, Y. Wiaux (2012). Sparsity Averaging Reweighted Analysis (SARA): a novel algorithm for radio-interferometric imaging. Mon. Not. Roy. Astron. Soc..

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J. D. McEwen, S. M. Feeney, M. C. Johnson, H. V. Peiris (2012). Optimal filters for detecting cosmic bubble collisions. Phys. Rev. D..

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B. Leistedt, J. D. McEwen (2012). Exact wavelets on the ball. IEEE Trans. Sig. Proc..

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J. D. McEwen, S. M. Feeney, M. C. Johnson, H. V. Peiris (2012). Detecting candidate cosmic bubble collisions with optimal filters. 47th Rencontres de Moriond.

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J. D. McEwen, G. Puy, J. -Ph. Thiran, P. Vandergheynst, D. Van De Ville, Y. Wiaux (2011). Sampling theorems and compressive sensing on the sphere. Wavelets and Sparsity XIV, SPIE international symposium on optics and photonics, invited contribution.

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J. D. McEwen, Y. Wiaux (2011). Intrinsic advantages of the $w$ component and spherical imaging for wide-field radio interferometry. XXXth General Assembly and Scientific Symposium of the International Union of Radio Science.

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J. D. McEwen, G. Puy, J. -Ph. Thiran, P. Vandergheynst, D. Van De Ville, Y. Wiaux (2011). Implications for compressed sensing of a new sampling theorem on the sphere. Signal Processing with Adaptive Sparse Structured Representations (SPARS).

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A. Daducci, J. D. McEwen, D. Van De Ville, J. -P. Thiran, Y. Wiaux (2011). Harmonic analysis of spherical sampling in diffusion MRI. 19th Annual Meeting of the International Society for Magnetic Resonance in Medicine.

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J. D. McEwen (2011). Fast, exact (but unstable) spin spherical harmonic transforms. All Res. J. Phys..

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J. D. McEwen, Y. Wiaux, D. M. Eyers (2011). Data compression on the sphere. Astron. & Astrophys..

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J. D. McEwen, Y. Wiaux (2011). Compressed sensing for wide-field radio interferometric imaging. Mon. Not. Roy. Astron. Soc..

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J. D. McEwen, Y. Wiaux (2011). Compressed sensing for radio interferometric imaging: review and future direction. 18th IEEE International Conference on Image Processing (ICIP), invited contribution.

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J. D. McEwen, Y. Wiaux (2011). A novel sampling theorem on the sphere. IEEE Trans. Sig. Proc..

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J. D. McEwen, A. M. M. Scaife (2008). Simulating full-sky interferometric observations. Mon. Not. Roy. Astron. Soc..

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J. D. McEwen, Y. Wiaux, M. P. Hobson, P. Vandergheynst, A. N. Lasenby (2008). Probing dark energy with steerable wavelets through correlation of WMAP and NVSS local morphological measures. Mon. Not. Roy. Astron. Soc..

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J. D. McEwen, M. P. Hobson, A. N. Lasenby (2008). Optimal filters on the sphere. IEEE Trans. Sig. Proc..

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Y. Wiaux, J. D. McEwen, P. Vandergheynst, O. Blanc (2008). Exact reconstruction with directional wavelets on the sphere. Mon. Not. Roy. Astron. Soc..

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M. Bridges, J. D. McEwen, M. Cruz, M. P. Hobson, A. N. Lasenby, P. Vielva, E. Martı́nez-González (2008). Bianchi VII$_h$ signatures and the cold spot texture. Mon. Not. Roy. Astron. Soc..

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J. D. McEwen, M. P. Hobson, A. N. Lasenby, D. J. Mortlock (2008). A high-significance detection of non-Gaussianity in the WMAP 5-year data using directional spherical wavelets. Mon. Not. Roy. Astron. Soc..

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M. Bridges, J. D. McEwen, A. N. Lasenby, M. P. Hobson (2007). Markov chain Monte Carlo analysis of Bianchi VII$_h$ models. Mon. Not. Roy. Astron. Soc..

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J. D. McEwen, M. P. Hobson, D. J. Mortlock, A. N. Lasenby (2007). Fast directional continuous spherical wavelet transform algorithms. IEEE Trans. Sig. Proc..

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J. D. McEwen, P. Vielva, M. P. Hobson, E. Martı́nez-González, A. N. Lasenby (2007). Detection of the ISW effect and corresponding dark energy constraints made with directional spherical wavelets. Mon. Not. Roy. Astron. Soc..

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J. D. McEwen (2007). Detecting dark energy with wavelets on the sphere. Wavelets XII, SPIE international symposium on optics and photonics, invited contribution.

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J. D. McEwen, P. Vielva, Y. Wiaux, R. B. Barreiro, L. Cayón, M. P. Hobson, A. N. Lasenby, E. Martı́nez-González., J. L. Sanz (2007). Cosmological applications of a wavelet analysis on the sphere. J. Fourier Anal. and Appl., invited contribution.

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Y. Wiaux, J. D. McEwen, Vielva (2007). Complex data processing: fast wavelet analysis on the sphere. J. Fourier Anal. and Appl., invited contribution.

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J. D. McEwen, M. P. Hobson, A. N. Lasenby, D. J. Mortlock (2006). Non-Gaussianity detections in the Bianchi VII$_h$ corrected WMAP 1-year data made with directional spherical wavelets. Mon. Not. Roy. Astron. Soc..

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J. D. McEwen, P. Vielva, M. P. Hobson, E. Martı́nez-González, A. N. Lasenby (2006). Detection of the ISW effect and corresponding dark energy constraints. XLIst Rencontres de Moriond.

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J. D. McEwen, M. P. Hobson, A. N. Lasenby, D. J. Mortlock (2006). A high-significance detection of non-Gaussianity in the WMAP 3-year data using directional spherical wavelets. Mon. Not. Roy. Astron. Soc..

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J. D. McEwen, M. P. Hobson, A. N. Lasenby (2006). A directional continuous wavelet transform on the sphere. ArXiv.

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J. D. McEwen, M. P. Hobson, A. N. Lasenby, D. J. Mortlock (2005). A high-significance detection of non-Gaussianity in the WMAP 1-year data using directional spherical wavelets. Mon. Not. Roy. Astron. Soc..

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J. D. McEwen, M. P. Hobson, A. N. Lasenby, D. J. Mortlock (2004). A fast directional continuous spherical wavelet transform. XXXIXth Rencontres de Moriond.

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