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12/25/2022
Optimal regularized hypothesis testing in statistical inverse problems
Testing of hypotheses is a well studied topic in mathematical statistics...
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12/08/2022
Minimizers of the Onsager-Machlup functional are strong posterior modes
In this work we connect two notions: That of the nonparametric mode of a...
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12/11/2020
Non-asymptotic error estimates for the Laplace approximation in Bayesian inverse problems
In this paper we study properties of the Laplace approximation of the po...
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06/01/2018