Hybrid sparse regression algorithm

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Authors: Gribanova E. B., Gerasimov R. S.

Annotation: A hybrid algorithm to construct sparse regression is proposed. The proposed algorithm was tested using real and synthetic data. The experimental results demonstrate the applicability of the proposed algorithm to the tasks under consideration and show its efficiency compared to known methods.

Keywords: inverse problem, feature selection, lasso, sparse regression