L1 Regularization Paths in Linear Models by Parametric Gaussian Message Passing

Yun-Peng Li, Hans-Andrea Loeliger

The paper proposes new algorithms for computing the regularization path of linear-model fitting (i) with L1 costs for the independent variables and L2 costs for the dependent varia…