A coordinate-wise optimization algorithm for the Fused Lasso

Holger Höfling, Harald Binder, Martin Schumacher

L1 -penalized regression methods such as the Lasso (Tibshirani 1996) that achieve both variable selection and shrinkage have been very popular. An extension of this method is the F…