LASSO

Least Absolute Shrinkage and Selection Operator

$$\lambda \Vert \beta {\Vert }_1=\lambda \left(|{\beta }_1|+|{\beta }_2|+\cdots +|{\beta }_p|\right)=\lambda \sum _{i=1}^p|{\beta }_i|.$$