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Estimation and detection of functions from anisotropic Sobolev classes

Estimation and detection of functions from anisotropic Sobolev classes

We consider the problems of estimating and detecting an unknown function f depending on a multidimensional variable (for instance, an image) observed in the Gaussian white noise. It is assumed that f belongs to anisotropic Sobolev class. The case of a function of infinitely many variables is also considered. An …