A new sparsity promoting residual transform operator for Lasso regression

Yao Xiao, Anne Gelb, Aditya Viswanathan

Lasso regression is a widely employed approach within the ${\ell }_1$ regularization framework used to promote sparsity and recover piecewise smooth signals $f:[a,b) \rightarrow \math…