186 citations · 711 across the 31 of their papers we have counts for
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stat.CO2016★ 1 cited
Bayesian inverse problems with priors: a Randomize-then-Optimize approach
Zheng Wang, Johnathan M. Bardsley, Antti Solonen +2
Prior distributions for Bayesian inference that rely on the -norm of the parameters are of considerable interest, in part because they promote parameter fields with less regul…
stat.ME2016★ 1 cited
Goal-oriented optimal approximations of Bayesian linear inverse problems
Alessio Spantini, Tiangang Cui, Karen Willcox +2
We propose optimal dimensionality reduction techniques for the solution of goal-oriented linear-Gaussian inverse problems, where the quantity of interest (QoI) is a function of the…