Dual Descent ALM and ADMM

Kaizhao Sun, Andy Sun

Classical primal-dual algorithms attempt to solve ${\max }_{\mu }{\min }_x\mathcal{L}(x,\mu )$ by alternatively minimizing over the primal variable $x$ through primal descent and maximizing t…