Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression

Eugene Ndiaye, Olivier Fercoq, Alexandre Gramfort +2

In high dimensional settings, sparse structures are crucial for efficiency, both in term of memory, computation and performance. It is customary to consider ${\ell }_1$ penalty to enf…