Generalized Concomitant Multi-Task Lasso for sparse multimodal regression

Mathurin Massias, Olivier Fercoq, Alexandre Gramfort +1

In high dimension, it is customary to consider Lasso-type estimators to enforce sparsity. For standard Lasso theory to hold, the regularization parameter should be proportional to…