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On universal oracle inequalities related to high-dimensional linear models
On universal oracle inequalities high-dimensional linear models
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2010/11/17
This paper deals with recovering an unknown vector $\theta$ from the noisy data $Y=A\theta+\sigma\xi$, where $A$ is a known $(m\times n)$-matrix and $\xi$ is a white Gaussian noise. It is assumed tha...