Jason McEwen
Team
Publications
Talks
Codes
Teaching
Opportunities
CV
Talks
2023
Physical machine learning for astrophysics: differentiable spherical harmonics; harmonic Bayesian evidence; spherical scattering networks
Nov 2023
Paris
PDF
Code
Scientific machine learning in astrophysics: machine learning for physics; physics for machine learning
Oct 2023
Remote
PDF
Video
Learned Exascale Computational Imaging (LEXCI): Update
Oct 2023
Bristol
PDF
Code
Machine learning in astrophysics: machine learning for physics; physics for machine learning
Sep 2023
London
PDF
Scientific machine learning in astrophysics: machine learning for physics; physics for machine learning
Sep 2023
Harwell
PDF
Code
Code
Code
Machine learning for physics; physics for machine learning
Jul 2023
Krakow
PDF
Proximal nested sampling for high-dimensional Bayesian model selection
Jul 2023
Max-Planck-Institut fur Plasmaphysik
PDF
Code
Code
Geometric deep learning on the sphere for the physical sciences
Jul 2023
London
PDF
Code
Code
Learned Exascale Computational Imaging (LEXCI)
May 2023
University of Leicester
PDF
Code
Scalable and equivariant spherical CNNs by discrete-continuous (DISCO) convolutions
May 2023
Virtual
PDF
Code
Video
2022
Geometric deep learning on the sphere: scalable and equivariant spherical CNNs
Oct 2022
CEA Saclay
PDF
Code
Bayesian model selection for likelihood-based and simulation-based inference
Oct 2022
Remote
PDF
Code
Code
Video
Geometric deep learning on the sphere: scalable and equivariant spherical CNNs
Sep 2022
Cambridge
PDF
Code
Learned Exascale Computational Imaging (LEXCI) overview
Jul 2022
Met Office
PDF
A brief introduction to geometric deep learning
May 2022
UCL
PDF
Code
Bayesian model selection in cosmology and astrophysics
May 2022
Edinburgh
PDF
Code
Code
Scattering networks on the sphere for scalable and rotationally equivariant spherical CNNs
Apr 2022
Virtual
PDF
Code
Video
Learnt harmonic mean estimator for Bayesian model comparison
Apr 2022
Remote
PDF
Code
Video
Learned Exascale Computational Imaging (LEXCI) overview
Apr 2022
UCL
PDF
Geometric deep learning on the sphere: spherical CNNs and scattering networks
Apr 2022
Harwell (Remote)
PDF
Code
Video
Bayesian uncertainty quantification for radio interferometry and beyond
Apr 2022
Capetown (Remote)
PDF
Video
2021
Efficient generalized spherical CNNs
May 2021
Virtual
PDF
Code
Video
Geometric deep learning on the sphere: efficient generalized spherical CNNs
Apr 2021
London
PDF
Code
Geometric deep learning on the sphere: efficient generalized spherical CNNs
Mar 2021
London
PDF
Code
Video
2020
Deep learning on the celestial sphere
Dec 2020
London
PDF
Code
UCL Centre for Doctoral Training (CDT) in Data Intensive Science (DIS)
Dec 2020
London
PDF
Geometric deep learning on the sphere: efficient generalized spherical CNNs
Nov 2020
London
PDF
Code
Geometric deep learning on the sphere: efficient generalized spherical CNNs
Oct 2020
London
PDF
Code
Video
Denoising and related inverse problems in astrophysics
Sep 2020
London
PDF
2019
Machine learning assisted Bayesian evidence computation
Sep 2019
University College London (UCL)
PDF
Code
Sparse image reconstruction for the SPIDER optical interferometric telescope
Jun 2019
UC Davis
PDF
Wavelet localisation of isotropic random fields on the sphere and cosmological implications: searching for primordial gravitational waves
May 2019
University Tor Vergata
PDF
2018
High-dimensional uncertainty quantification in astrophysics
Dec 2018
Imperial College
PDF
Code
AstroStatistics & AstroInformatics in the context of the SKA and LSST
Sep 2018
Turing Institute
PDF
Machine learning assisted Bayesian evidence computation
May 2018
Valencia
PDF
Code
High-dimensional uncertainty quantification for radio interferometric imaging
Apr 2018
International Centre for Mathematical Sciences (ICMS)
PDF
Euclid big data: data science for science
Apr 2018
University College London (UCL)
PDF
High-dimensional uncertainty quantification with sparsity-promoting priors and application to radio interferometric imaging
Jan 2018
University College London (UCL)
PDF
2017
High-dimensional uncertainty quantification with sparse priors for radio interferometric imaging
Sep 2017
University of Cambridge
PDF
Wavelet localisation of isotropic random fields on spherical manifolds and cosmological implications
Jun 2017
Cardiff University
PDF
High-dimensional uncertainty estimation with sparse priors for radio interferometric imaging
Jun 2017
University of Cambridge
PDF
CosmoInformatics: Novel spherical informatics techniques for studying cosmic evolution
Jun 2017
University College London (UCL)
PDF
Cheap deep learning for photometric Supernova classification
Jun 2017
University College London (UCL)
PDF
Big Data in Cosmology
Jun 2017
University College London (UCL)
PDF
LSST Informatics and Statistics Science Collaboration (ISSC)
May 2017
Royal Astronomical Society (RAS)
PDF
Next-generation radio interferometric imaging for the SKA era
Mar 2017
University of Manchester
PDF
2016
Statistical approaches for sparse radio interferometric imaging
Nov 2016
Port Alfred
PDF
Statistical approaches for sparse radio interferometric imaging
Oct 2016
Socorro
PDF
LSST 3D Data Compression (3DDC) Taskforce
Jul 2016
University of Oxford
PDF
Wavelet reconstruction of E- and B-modes for weak lensing mass mapping and CMB polarisation
Jun 2016
Royal Astronomical Society (RAS)
PDF
LSST Informatics and Statistics Science Collaboration (ISSC)
Jun 2016
University of Nottingham
PDF
Wavelet reconstruction of E- and B-modes for CMB polarisation and cosmic shear
May 2016
Chania
PDF
Radio interferometry in the big-data era of the Square Kilometre Array (SKA)
Apr 2016
University College London (UCL)
PDF
Big-data in astronomy and astrophysics: extracting meaning from big-data
Feb 2016
Institute of High Energy Physics
PDF
Astrostatistics and astroinformatics: big-data in astronomy and astrophysics
Jan 2016
Royal Astronomical Society (RAS)
PDF
2015
Sparsity in astrophysics: astrostatistics meets astroinformatics
Dec 2015
London
PDF
Imaging data from next-generation radio interferometric telescopes with compressive sensing
Oct 2015
University of Cambridge
PDF
Radio interferometric imaging with compressive sensing
Aug 2015
Australian National University (ANU)
PDF
Optimising radio interferometric imaging with compressive sensing
May 2015
Warwick Data Science Institute, University of Warick
PDF
2014
Spin scale-discretised wavelets on the sphere for the analysis of CMB polarisation
Dec 2014
Pisa
PDF
Sparsity in astrophysics: astrostatistics meets astroinformatics
Dec 2014
Royal Statistical Society
PDF
Spin scale-discretised wavelets on the sphere for the analysis of CMB polarisation
Sep 2014
Nice
PDF
Sparsity in astrophysics: astrostatistics meets astroinformatics
Sep 2014
Sheffield
PDF
Radio interferometric imaging with compressive sensing
Aug 2014
Bristol
PDF
Spherical signal analysis
Jul 2014
Kavli Royal Society International Centre
PDF
Imaging observations from next-generation radio interferometric telescopes
Jun 2014
University College London (UCL)
PDF
Astronomical imaging initiatives
Jun 2014
London
PDF
Spin scale-discretised wavelets on the sphere for the analysis of CMB polarisation
May 2014
Lisbon
PDF
Revisiting the spread spectrum effect in radio interferometric imaging
Mar 2014
Kiama
PDF
Primordial gravitational waves detected by BICEP2?
Mar 2014
Victoria University
PDF
Cosmological signal and image processing
Mar 2014
Australian National University (ANU)
PDF
CosmoInformatics
Mar 2014
University College London (UCL)
PDF
2013
Cosmological image processing
Dec 2013
Auckland University of Technology (AUT)
PDF
Next-generation radio interferometric imaging with compressive sensing
Dec 2013
Auckland University of Technology (AUT)
PDF
Cosmological image processing
Nov 2013
Victoria University
PDF
Next-generation radio interferometric imaging with compressive sensing
Nov 2013
Wellington
PDF
Sparsity, Euclid and the SKA
Sep 2013
Oxford University
PDF
Scale-discretised wavelets on the sphere
Aug 2013
San Diego
PDF
Fourier-Laguerre transform, convolution and wavelets on the ball
Jul 2013
Bremen
PDF
Signal processing on spherical manifolds
Jun 2013
Rome
PDF
Exploiting sparsity for CMB data analysis
Apr 2013
Royal Astronomical Society (RAS)
PDF
Background geometry and topology of the Universe: Bianchi VII_h cosmologies and Planck
Apr 2013
ESA/ESTEC
PDF
Towards realistic radio interferometric imaging with compressive sensing
Mar 2013
Victoria University
PDF
Sparsity: CosmoStats meets CosmoInformatics
Mar 2013
Banff
PDF
Signal processing on spherical manifolds
Mar 2013
Australian National University (ANU)
PDF
Radio interferometric imaging with compressive sensing
Jan 2013
Royal Astronomical Society (RAS)
PDF
2012
Towards compressive sensing imaging of real radio interferometric observations
Dec 2012
Cape Town
PDF
Video
Cosmological signal processing
Oct 2012
University of Southampton
PDF
Cosmological signal processing
Oct 2012
University of Portsmouth
PDF
Spherical wavelet-Bayesian cosmic string tension estimation
Sep 2012
Paris
PDF
Implications of a new sampling theorem for sparse signal reconstruction on the sphere
May 2012
Cargese
PDF
Spherical signal processing for cosmology
Mar 2012
Kavli Royal Society International Centre
PDF
Detecting cosmic bubble collisions with optimal filters
Mar 2012
La Thuile
PDF
Spherical signal processing and the Multiverse
Jan 2012
University of Cantabria
PDF
Sampling theorems and compressed sensing on the sphere
Jan 2012
Ecole Polytechnique Federale de Lausanne (EPFL)
PDF
2011
Spherical signal processing for cosmology
Oct 2011
University College London (UCL)
PDF
Radio interferometric imaging with compressed sensing
Sep 2011
Villars
PDF
Compressed sensing for radio interferometric imaging: review and future direction
Sep 2011
Brussels
PDF
A novel sampling theorem on the sphere with implications for compressive sensing
Sep 2011
Villars
PDF
Signal processing on the sphere and applications
Aug 2011
Victoria University
PDF
Intrinsic advantages of the w component and spherical imaging for wide-field radio interferometry
Aug 2011
Istanbul
PDF
2010
Wavelets on the sphere and cosmological applications
Nov 2010
Ecole Polytechnique Federale de Lausanne (EPFL)
PDF
Simulating full-sky interferometric observations with wavelets
Sep 2010
University of Cambridge
PDF
Compressed sensing for radio interferometric imaging on wide fields of view
Aug 2010
ASTRON
PDF
2008
Wavelet-based data compression on the sphere
May 2008
Heraklion
PDF
Simulating full-sky interferometric observations
Apr 2008
Perth
PDF
2007
Detecting dark energy with wavelets on the sphere
Aug 2007
San Diego
PDF
Wavelets on the sphere: new methodologies and cosmological applications
Jun 2007
University of Cambridge
PDF
2006
Bianchi VII_h signatures and WMAP
Nov 2006
University of Nottingham
PDF
Large-scale anomalies in WMAP data: Deviations from isotropy
Oct 2006
University of Cambridge
PDF
Detection of the ISW effect and corresponding dark energy constraints
Jun 2006
University of Cambridge
PDF
Detection of the ISW effect and corresponding dark energy constraints
Mar 2006
La Thuile
PDF
2005
Detection of the ISW effect and corresponding dark energy constraints
Dec 2005
University of Cambridge
PDF
Planck workshop on non-Gaussianity: Fast directional spherical wavelets
Sep 2005
Instituto de Fisica de Cantabria
PDF
Fast directional spherical wavelets for CMB analysis
Apr 2005
University of Birmingham
PDF
Fast directional spherical wavelets for cosmology
Feb 2005
University of Cambridge
PDF
2004
A high sigma detection of non-Gaussianity in the WMAP 1-year data
Mar 2004
Paris
PDF
A fast directional continuous spherical wavelet transform for the analysis of cosmological data
Mar 2004
La Thuile
PDF
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