Difference of two norms-regularizations for Q-Lasso

The focus of this paper is in Q-Lasso introduced in Alghamdi et al. (2013) which extended the Lasso by Tibshirani (1996). The closed convex subset Q belonging in a Euclidean m-space, for m∈IN, is the set of errors when linear measurements are taken to recover a signal/image via the Lasso. Based on a...

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Bibliographic Details
Main Author: Abdellatif Moudafi
Format: Article
Language:English
Published: Emerald Publishing 2021-01-01
Series:Applied Computing and Informatics
Subjects:
Online Access:https://www.emerald.com/insight/content/doi/10.1016/j.aci.2018.07.002/full/pdf