Christopher G. R. Wallis

1. Machine learning assisted Bayesian model comparison: learnt harmonic mean estimator
   2021/11/24 by Jason D. McEwen, Christopher G. R. Wallis, McEwen, Jason D. +5 · 6 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical and numerical algorithms
2. Efficient Generalized Spherical CNNs
   2020/10/09 by Oliver Cobb, Cobb, Oliver J., Christopher G. R. Wallis +11 · 2 citations
   Earth and Planetary Sciences · Materials Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Medical Imaging Techniques and Applications #Seismic Imaging and Inversion Techniques
3. Scattering Networks on the Sphere for Scalable and Rotationally Equivariant Spherical CNNs
   2021/02/04 by Jason D. McEwen, Christopher G. R. Wallis, McEwen, Jason D. +3 · 2 citations
   Computer Science · Earth and Planetary Sciences · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Geophysics and Gravity Measurements #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Inertial Sensor and Navigation #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Seismic Imaging and Inversion Techniques #electronic engineering #information engineering