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Example of group sparsity patterns of cMLP first layer weights with four first layer hidden units () and four input series () with maximum lag . Differing sparsity patterns are shown for the three different structured penalties: (a) group lasso, (b) group sparse group lasso, and (c) hierarchical lasso. Abbreviation: cMLP, component-wise multilayer perceptron.
