The Generalized Elastic Net for least squares regression with network-aligned signal and correlated design

Huy Tran, Sansen Wei, Claire Donnat

We propose a novel ${\ell }_1+{\ell }_2$-penalty, which we refer to as the Generalized Elastic Net, for regression problems where the feature vectors are indexed by vertices of a given g…