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math.ST2022
Least squares approximations in linear statistical inverse learning problems
Tapio Helin
Statistical inverse learning aims at recovering an unknown function from randomly scattered and possibly noisy point evaluations of another function , connected to via a…
math.ST2022★ 10 cited
Stability estimates for the expected utility in Bayesian optimal experimental design
Duc-Lam Duong, Tapio Helin, Jose Rodrigo Rojo-Garcia
We study stability properties of the expected utility function in Bayesian optimal experimental design. We provide a framework for this problem in a non-parametric setting and prov…