259 citations · 1.2k across the 48 of their papers we have counts for
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stat.CO2015★ 2 cited
On an adaptive preconditioned Crank-Nicolson MCMC algorithm for infinite dimensional Bayesian inferences
Zixi Hu, Zhewei Yao, Jinglai Li
Many scientific and engineering problems require to perform Bayesian inferences for unknowns of infinite dimension. In such problems, many standard Markov Chain Monte Carlo (MCMC)…
stat.ME2015★ 33 cited
A TV-Gaussian prior for infinite-dimensional Bayesian inverse problems and its numerical implementations
Zhewei Yao, Zixi Hu, Jinglai Li
Many scientific and engineering problems require to perform Bayesian inferences in function spaces, in which the unknowns are of infinite dimension. In such problems, choosing an a…