Handling correlated and repeated measurements with the smoothed multivariate square-root Lasso

Quentin Bertrand, Mathurin Massias, Alexandre Gramfort +1

Sparsity promoting norms are frequently used in high dimensional regression. A limitation of such Lasso-type estimators is that the optimal regularization parameter depends on the…