Group Lasso with Overlaps: the Latent Group Lasso approach

Guillaume Obozinski, Laurent Jacob, Jean-Philippe Vert

We study a norm for structured sparsity which leads to sparse linear predictors whose supports are unions of prede ned overlapping groups of variables. We call the obtained formula…