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GAP Safe Screening Rules for Sparse-Group Lasso.
Joint estimation of location and scale parameters with l1 regularization.
Approximation path and optimal selection of regularization hyperparameter for some machine learning problems.
Fast coordinate descent implementations with screening rules.
Sources of my handcrafted webpage.