11 citations · 16 across the 7 of their papers we have counts for
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stat.CO2015
Fast sampling in a linear-Gaussian inverse problem
Colin Fox, Richard A. Norton
We solve the inverse problem of deblurring a pixelized image of Jupiter using regularized deconvolution and by sample-based Bayesian inference. By efficiently sampling the marginal…
math.PR2015★ 2 cited
Efficiency and computability of MCMC with Langevin, Hamiltonian, and other matrix-splitting proposals
Richard A. Norton, Colin Fox
We analyse computational efficiency of Metropolis-Hastings algorithms with AR(1) process proposals. These proposals include, as a subclass, discretized Langevin diffusion (e.g. MAL…