Recursive ${\ell }_{1,\infty }$ Group lasso

Yilun Chen, Alfred O. Hero

We introduce a recursive adaptive group lasso algorithm for real-time penalized least squares prediction that produces a time sequence of optimal sparse predictor coefficient vecto…