51 citations · 289 across the 43 of their papers we have counts for
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math.ST2018
Rates of contraction of posterior distributions based on -exponential priors
Sergios Agapiou, Masoumeh Dashti, Tapio Helin
We consider a family of infinite dimensional product measures with tails between Gaussian and exponential, which we call -exponential measures. We study their measure-theoretic…
math.ST2018★ 18 cited
Generalized modes in Bayesian inverse problems
Christian Clason, Tapio Helin, Remo Kretschmann +1
Uncertainty quantification requires efficient summarization of high- or even infinite-dimensional (i.e., non-parametric) distributions based on, e.g., suitable point estimates (mod…