Efficient Path Algorithms for Clustered Lasso and OSCAR

Atsumori Takahashi, Shunichi Nomura

In high dimensional regression, feature clustering by their effects on outcomes is often as important as feature selection. For that purpose, clustered Lasso and octagonal shrinkag…