most citedFirst-order methods for constrained convex programming based on linearized augmented Lagrangian function

18 citations · 18 across the 1 of their papers we have counts for

collaborators

2 papers

math.OC2018

Markov Chain Block Coordinate Descent

Tao Sun, Yuejiao Sun, Yangyang Xu +1

The method of block coordinate gradient descent (BCD) has been a powerful method for large-scale optimization. This paper considers the BCD method that successively updates a serie…

math.OC2017★ 18 cited

First-order methods for constrained convex programming based on linearized augmented Lagrangian function

Yangyang Xu

First-order methods have been popularly used for solving large-scale problems. However, many existing works only consider unconstrained problems or those with simple constraint. In…