diff --git a/README.md b/README.md index bd8e248b92abaffd03f0bb7deefcf82063d4a359..5f0452057b0c882473622520d5b55702760d4147 100644 --- a/README.md +++ b/README.md @@ -1,10 +1,10 @@ # 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