Efficient Projection Algorithms onto the Weighted l1 Ball

Guillaume Perez, Sebastian Ament, Carla Gomes +1

Projected gradient descent has been proved efficient in many optimization and machine learning problems. The weighted ${\ell }_1$ ball has been shown effective in sparse system identi…