A single-loop proximal-conditional-gradient penalty method

Hao Zhang, Liaoyuan Zeng, Ting Kei Pong

We consider the problem of minimizing a convex separable objective (as a separable sum of two proper closed convex functions $f$ and $g$) over a linear coupling constraint. We assu…