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 # Screen & Relax : A fast solving procedure for the Elastic-Net problem by safe identification of the solution support.
 
-This repository implements the Screen & Relax method solving the Elastic-Net problem. We introduced this method in
+This repository implements the Screen & Relax method solving the Elastic-Net problem. We introduced this method in the paper
 
-**Paper is being reviewed, the citation will be available soon.**
+> Théo Guyard, Cédric Herzet, Clément Elvira, *Screen & Relax: Accelerating the resolution of Elastic-net by safe identification of the solution support*
 
-The above paper contains theoretical and numerical results that can be reproduced with this toolbox. If you encounter a bug or something unexpected, please let me know by raising an issue on the project page or by contacting me by [mail](mailto:theo.guyard@insa-rennes.fr).
+available [here](https://arxiv.org/pdf/2110.07281.pdf). This paper contains theoretical and numerical results that can be reproduced with this toolbox. If you encounter a bug or something unexpected, please let me know by raising an issue on the project page or by contacting me by [mail](mailto:theo.guyard@insa-rennes.fr).
 
 ## Requirements