51 citations · 289 across the 43 of their papers we have counts for
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math.ST2009★ 2 cited
Hierarchical models in statistical inverse problems and the Mumford--Shah functional
Tapio Helin, Matti Lassas
The Bayesian methods for linear inverse problems is studied using hierarchical Gaussian models. The problems are considered with different discretizations, and we analyze the pheno…
math.ST2009★ 3 cited
On infinite-dimensional hierarchical probability models in statistical inverse problems
Tapio Helin
In this article, the solution of a statistical inverse problem by the Bayesian approach is studied where is a function on the unit circle , i.e…