In contract, in BLasso, as shown in Equation 12, the optimization over δ is removed, and for each feature, its loss is calculated with an update of either +ε or -ε, i.e., the grid search is used for feature selection.
it scales the incremental step δ by a small constant ν, ν ∈ (0, 1).