55 citations · 598 across the 84 of their papers we have counts for
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math.ST2014★ 6 cited
Maximum a posteriori probability estimates in infinite-dimensional Bayesian inverse problems
Tapio Helin, Martin Burger
A demanding challenge in Bayesian inversion is to efficiently characterize the posterior distribution. This task is problematic especially in high-dimensional non-Gaussian problems…
math.ST2014★ 55 cited
Maximum-A-Posteriori Estimates in Linear Inverse Problems with Log-concave Priors are Proper Bayes Estimators
Martin Burger, Felix Lucka
A frequent matter of debate in Bayesian inversion is the question, which of the two principle point-estimators, the maximum-a-posteriori (MAP) or the conditional mean (CM) estimate…