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Showing 1 to 1 of 1 for “"Infinite dictionary"”.
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Non-asymptotic bounds for prediction problems and density estimation.
… related to sparse recovery in the framework of dictionary learning. Let (X,Y) be a random couple with unknown distribution P. Given a collection of functions H, the goal of dictionary learning is to construct a prediction rule for Y given by a linear combination of the elements of H. The problem …