Augmented Lagrangian–based first-order methods for convex-constrained programs with weakly convex objective

Z Li, Y Xu - INFORMS Journal on Optimization, 2021 - pubsonline.informs.org
First-order methods (FOMs) have been widely used for solving large-scale problems. A
majority of existing works focus on problems without constraint or with simple constraints …

Augmented Lagrangian based first-order methods for convex-constrained programs with weakly-convex objective

Z Li, Y Xu - arXiv preprint arXiv:2003.08880, 2020 - arxiv.org
First-order methods (FOMs) have been widely used for solving large-scale problems. A
majority of existing works focus on problems without constraint or with simple constraints …

Augmented Lagrangian based first-order methods for convex-constrained programs with weakly-convex objective

Z Li, Y Xu - arXiv e-prints, 2020 - ui.adsabs.harvard.edu
First-order methods (FOMs) have been widely used for solving large-scale problems. A
majority of existing works focus on problems without constraint or with simple constraints …