GAP Safe Screening Rules for Sparse-Group Lasso

Eugene Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon

Neural Information Processing Systems 

For statistical learning in high dimension, sparse regularizations have proven useful to boost both computational and statistical efficiency.

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