Unveiling low-dimensional patterns induced by convex non-differentiable regularizers

Ivan Hejný, Jonas Wallin, Małgorzata Bogdan +1

Popular regularizers with non-differentiable penalties, such as Lasso, Elastic Net, Generalized Lasso, or SLOPE, reduce the dimension of the parameter space by inducing sparsity or…